=====================================================
Adaboost Iteration 0
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, ... ]
Split on feature term. 36 months. (9223, 28001)
--------------------------------------------------------------------
Subtree, depth = 2 (9223 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (28001 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 1
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.3224487900035514e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 2.3224487900035514e-05, 2.3224487900035514e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, 3.1857279388331606e-05, ... ]
Split on feature grade.A. (32094, 5130)
--------------------------------------------------------------------
Subtree, depth = 2 (32094 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (5130 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 2
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9765462704704058e-05, 1.9765462704704058e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 3.861504803005498e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 3.861504803005498e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 3.861504803005498e-05, 1.9765462704704058e-05, 1.9765462704704058e-05, 3.861504803005498e-05, 1.9765462704704058e-05, 1.9765462704704058e-05, 1.9765462704704058e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 3.861504803005498e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 3.861504803005498e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.815101392687598e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 3.861504803005498e-05, 2.7112497392135943e-05, 2.815101392687598e-05, 1.9765462704704058e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 3.861504803005498e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 3.861504803005498e-05, 3.861504803005498e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 1.9765462704704058e-05, 3.861504803005498e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 1.9765462704704058e-05, 1.9765462704704058e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, 2.7112497392135943e-05, ... ]
Split on feature grade.D. (30465, 6759)
--------------------------------------------------------------------
Subtree, depth = 2 (30465 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (6759 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 3
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.1788543607076036e-05, 2.1788543607076036e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.1788543607076036e-05, 1.8086151404102345e-05, 2.4808968052177085e-05, 1.8086151404102345e-05, 2.9887579185520227e-05, 2.4808968052177085e-05, 2.9887579185520227e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 4.2567465809538e-05, 2.9887579185520227e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 4.2567465809538e-05, 2.9887579185520227e-05, 2.4808968052177085e-05, 2.4808968052177085e-05, 2.4808968052177085e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 1.8086151404102345e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 4.2567465809538e-05, 2.1788543607076036e-05, 2.1788543607076036e-05, 4.2567465809538e-05, 2.1788543607076036e-05, 1.8086151404102345e-05, 2.1788543607076036e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 4.2567465809538e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 4.2567465809538e-05, 2.9887579185520227e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 3.103239239540615e-05, 2.9887579185520227e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.1788543607076036e-05, 2.4808968052177085e-05, 2.9887579185520227e-05, 2.4808968052177085e-05, 2.4808968052177085e-05, 4.2567465809538e-05, 2.9887579185520227e-05, 3.103239239540615e-05, 2.1788543607076036e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.1788543607076036e-05, 4.2567465809538e-05, 2.9887579185520227e-05, 2.1788543607076036e-05, 2.4808968052177085e-05, 1.8086151404102345e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 4.2567465809538e-05, 4.2567465809538e-05, 2.4808968052177085e-05, 2.1788543607076036e-05, 1.8086151404102345e-05, 4.2567465809538e-05, 2.4808968052177085e-05, 2.9887579185520227e-05, 2.4808968052177085e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.1788543607076036e-05, 2.1788543607076036e-05, 2.9887579185520227e-05, 2.9887579185520227e-05, 2.4808968052177085e-05, 2.9887579185520227e-05, ... ]
Split on feature home_ownership.MORTGAGE. (19846, 17378)
--------------------------------------------------------------------
Subtree, depth = 2 (19846 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (17378 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 4
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0310733650963335e-05, 2.0310733650963335e-05, 2.0310733650963335e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 3.2232842342757394e-05, 2.7860451403095862e-05, 2.0310733650963335e-05, 1.685945653661868e-05, 2.3126297532772446e-05, 1.9505362517888515e-05, 2.7860451403095862e-05, 2.3126297532772446e-05, 2.7860451403095862e-05, 2.0310733650963335e-05, 3.2232842342757394e-05, 3.968032356110462e-05, 2.7860451403095862e-05, 2.0310733650963335e-05, 3.2232842342757394e-05, 3.968032356110462e-05, 2.7860451403095862e-05, 2.3126297532772446e-05, 2.3126297532772446e-05, 2.3126297532772446e-05, 2.7860451403095862e-05, 3.2232842342757394e-05, 2.7860451403095862e-05, 3.2232842342757394e-05, 1.9505362517888515e-05, 2.3498279556392647e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 3.968032356110462e-05, 2.0310733650963335e-05, 2.0310733650963335e-05, 3.968032356110462e-05, 2.0310733650963335e-05, 1.685945653661868e-05, 2.0310733650963335e-05, 2.0310733650963335e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 4.5907713229390207e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 3.968032356110462e-05, 3.2232842342757394e-05, 2.0310733650963335e-05, 2.7860451403095862e-05, 2.8927617552674857e-05, 2.7860451403095862e-05, 2.0310733650963335e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 2.0310733650963335e-05, 2.3126297532772446e-05, 3.2232842342757394e-05, 2.3126297532772446e-05, 2.3126297532772446e-05, 3.968032356110462e-05, 2.7860451403095862e-05, 2.8927617552674857e-05, 2.0310733650963335e-05, 2.0310733650963335e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 2.0310733650963335e-05, 4.5907713229390207e-05, 2.7860451403095862e-05, 2.0310733650963335e-05, 2.3126297532772446e-05, 1.685945653661868e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 4.5907713229390207e-05, 4.5907713229390207e-05, 2.6755715173470646e-05, 2.3498279556392647e-05, 1.9505362517888515e-05, 4.5907713229390207e-05, 2.6755715173470646e-05, 2.7860451403095862e-05, 2.6755715173470646e-05, 2.0310733650963335e-05, 2.7860451403095862e-05, 2.0310733650963335e-05, 2.7860451403095862e-05, 2.7860451403095862e-05, 2.0310733650963335e-05, 2.0310733650963335e-05, 3.2232842342757394e-05, 2.7860451403095862e-05, 2.6755715173470646e-05, 2.7860451403095862e-05, ... ]
Split on feature grade.B. (26858, 10366)
--------------------------------------------------------------------
Subtree, depth = 2 (26858 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (10366 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 5
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9036029491260022e-05, 1.9036029491260022e-05, 2.1768405090908584e-05, 2.611192602213042e-05, 2.9859954966688172e-05, 2.9859954966688172e-05, 2.9859954966688172e-05, 2.611192602213042e-05, 3.454614596431647e-05, 2.611192602213042e-05, 1.9036029491260022e-05, 1.580135495610065e-05, 2.1674888235099766e-05, 1.8281203550253472e-05, 2.9859954966688172e-05, 2.1674888235099766e-05, 2.9859954966688172e-05, 1.9036029491260022e-05, 3.0209905164836932e-05, 3.718998153944582e-05, 2.9859954966688172e-05, 1.9036029491260022e-05, 3.0209905164836932e-05, 3.718998153944582e-05, 2.611192602213042e-05, 2.1674888235099766e-05, 2.1674888235099766e-05, 2.1674888235099766e-05, 2.9859954966688172e-05, 3.454614596431647e-05, 2.611192602213042e-05, 3.454614596431647e-05, 1.8281203550253472e-05, 2.518471647126885e-05, 2.9859954966688172e-05, 2.9859954966688172e-05, 2.9859954966688172e-05, 3.718998153944582e-05, 1.9036029491260022e-05, 2.1768405090908584e-05, 3.718998153944582e-05, 2.1768405090908584e-05, 1.580135495610065e-05, 1.9036029491260022e-05, 1.9036029491260022e-05, 2.9859954966688172e-05, 2.9859954966688172e-05, 2.9859954966688172e-05, 4.302653946080036e-05, 2.9859954966688172e-05, 2.9859954966688172e-05, 3.718998153944582e-05, 3.454614596431647e-05, 2.1768405090908584e-05, 2.9859954966688172e-05, 2.711211669197836e-05, 2.611192602213042e-05, 1.9036029491260022e-05, 2.611192602213042e-05, 2.611192602213042e-05, 2.1768405090908584e-05, 2.1674888235099766e-05, 3.454614596431647e-05, 2.1674888235099766e-05, 2.1674888235099766e-05, 3.718998153944582e-05, 2.611192602213042e-05, 2.711211669197836e-05, 1.9036029491260022e-05, 1.9036029491260022e-05, 2.611192602213042e-05, 2.9859954966688172e-05, 1.9036029491260022e-05, 4.302653946080036e-05, 2.611192602213042e-05, 1.9036029491260022e-05, 2.1674888235099766e-05, 1.580135495610065e-05, 2.9859954966688172e-05, 2.611192602213042e-05, 4.302653946080036e-05, 4.302653946080036e-05, 2.5076523175113537e-05, 2.518471647126885e-05, 1.8281203550253472e-05, 4.302653946080036e-05, 2.5076523175113537e-05, 2.9859954966688172e-05, 2.5076523175113537e-05, 1.9036029491260022e-05, 2.611192602213042e-05, 1.9036029491260022e-05, 2.611192602213042e-05, 2.9859954966688172e-05, 1.9036029491260022e-05, 2.1768405090908584e-05, 3.0209905164836932e-05, 2.611192602213042e-05, 2.5076523175113537e-05, 2.9859954966688172e-05, ... ]
Split on feature grade.E. (33815, 3409)
--------------------------------------------------------------------
Subtree, depth = 2 (33815 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (3409 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 6
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0348064240517002e-05, 2.0348064240517002e-05, 2.3268765443275537e-05, 2.791165817356422e-05, 3.1918015369753364e-05, 3.1918015369753364e-05, 3.1918015369753364e-05, 2.791165817356422e-05, 3.692719627624719e-05, 2.791165817356422e-05, 1.7882944632693728e-05, 1.6890443770407573e-05, 2.3168803054036615e-05, 1.954121285666819e-05, 3.1918015369753364e-05, 2.3168803054036615e-05, 3.1918015369753364e-05, 1.7882944632693728e-05, 3.2292085451761906e-05, 3.9753254942987325e-05, 3.1918015369753364e-05, 2.0348064240517002e-05, 3.2292085451761906e-05, 3.9753254942987325e-05, 2.791165817356422e-05, 2.3168803054036615e-05, 2.3168803054036615e-05, 2.3168803054036615e-05, 3.1918015369753364e-05, 3.692719627624719e-05, 2.791165817356422e-05, 3.692719627624719e-05, 1.954121285666819e-05, 2.692054185311439e-05, 3.1918015369753364e-05, 3.1918015369753364e-05, 3.1918015369753364e-05, 3.9753254942987325e-05, 2.0348064240517002e-05, 2.3268765443275537e-05, 3.9753254942987325e-05, 2.3268765443275537e-05, 1.6890443770407573e-05, 1.7882944632693728e-05, 2.0348064240517002e-05, 3.1918015369753364e-05, 3.1918015369753364e-05, 3.1918015369753364e-05, 4.5992090388254305e-05, 3.1918015369753364e-05, 3.1918015369753364e-05, 3.9753254942987325e-05, 3.692719627624719e-05, 2.3268765443275537e-05, 3.1918015369753364e-05, 2.8980785746211437e-05, 2.453022714222767e-05, 2.0348064240517002e-05, 2.791165817356422e-05, 2.791165817356422e-05, 2.3268765443275537e-05, 2.3168803054036615e-05, 3.692719627624719e-05, 2.3168803054036615e-05, 2.3168803054036615e-05, 3.9753254942987325e-05, 2.791165817356422e-05, 2.8980785746211437e-05, 1.7882944632693728e-05, 2.0348064240517002e-05, 2.791165817356422e-05, 3.1918015369753364e-05, 1.7882944632693728e-05, 4.5992090388254305e-05, 2.791165817356422e-05, 1.7882944632693728e-05, 2.3168803054036615e-05, 1.6890443770407573e-05, 3.1918015369753364e-05, 2.791165817356422e-05, 4.5992090388254305e-05, 4.5992090388254305e-05, 2.680489146806049e-05, 2.692054185311439e-05, 1.954121285666819e-05, 4.5992090388254305e-05, 2.680489146806049e-05, 3.1918015369753364e-05, 2.680489146806049e-05, 2.0348064240517002e-05, 2.453022714222767e-05, 2.0348064240517002e-05, 2.791165817356422e-05, 3.1918015369753364e-05, 2.0348064240517002e-05, 2.3268765443275537e-05, 3.2292085451761906e-05, 2.791165817356422e-05, 2.680489146806049e-05, 3.1918015369753364e-05, ... ]
Split on feature grade.A. (32094, 5130)
--------------------------------------------------------------------
Subtree, depth = 2 (32094 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (5130 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 7
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.929629127644232e-05, 1.929629127644232e-05, 2.2066024086095184e-05, 2.6468929907010296e-05, 3.0268202137594344e-05, 3.0268202137594344e-05, 3.0268202137594344e-05, 2.6468929907010296e-05, 3.501846303148477e-05, 2.6468929907010296e-05, 1.6958591462761244e-05, 1.601739206883269e-05, 2.1971228661987836e-05, 1.853114530798475e-05, 3.0268202137594344e-05, 2.1971228661987836e-05, 3.0268202137594344e-05, 1.6958591462761244e-05, 3.062293687672824e-05, 4.2044978849681946e-05, 3.0268202137594344e-05, 1.929629127644232e-05, 3.062293687672824e-05, 4.2044978849681946e-05, 2.6468929907010296e-05, 2.1971228661987836e-05, 2.1971228661987836e-05, 2.1971228661987836e-05, 3.0268202137594344e-05, 3.501846303148477e-05, 2.6468929907010296e-05, 3.501846303148477e-05, 1.853114530798475e-05, 2.5529043489207745e-05, 3.0268202137594344e-05, 3.0268202137594344e-05, 3.0268202137594344e-05, 4.2044978849681946e-05, 1.929629127644232e-05, 2.2066024086095184e-05, 4.2044978849681946e-05, 2.2066024086095184e-05, 1.601739206883269e-05, 1.6958591462761244e-05, 1.929629127644232e-05, 3.0268202137594344e-05, 3.0268202137594344e-05, 3.0268202137594344e-05, 4.8643475116694395e-05, 3.0268202137594344e-05, 3.0268202137594344e-05, 4.2044978849681946e-05, 3.501846303148477e-05, 2.2066024086095184e-05, 3.0268202137594344e-05, 3.0651490689105764e-05, 2.3262281975265167e-05, 1.929629127644232e-05, 2.6468929907010296e-05, 2.6468929907010296e-05, 2.2066024086095184e-05, 2.1971228661987836e-05, 3.501846303148477e-05, 2.1971228661987836e-05, 2.1971228661987836e-05, 4.2044978849681946e-05, 2.6468929907010296e-05, 3.0651490689105764e-05, 1.6958591462761244e-05, 1.929629127644232e-05, 2.6468929907010296e-05, 3.0268202137594344e-05, 1.6958591462761244e-05, 4.8643475116694395e-05, 2.6468929907010296e-05, 1.6958591462761244e-05, 2.1971228661987836e-05, 1.601739206883269e-05, 3.0268202137594344e-05, 2.6468929907010296e-05, 4.8643475116694395e-05, 4.8643475116694395e-05, 2.5419370967544032e-05, 2.5529043489207745e-05, 1.853114530798475e-05, 4.8643475116694395e-05, 2.5419370967544032e-05, 3.0268202137594344e-05, 2.5419370967544032e-05, 1.929629127644232e-05, 2.3262281975265167e-05, 1.929629127644232e-05, 2.6468929907010296e-05, 3.0268202137594344e-05, 1.929629127644232e-05, 2.2066024086095184e-05, 3.062293687672824e-05, 2.6468929907010296e-05, 2.5419370967544032e-05, 3.0268202137594344e-05, ... ]
Split on feature grade.F. (35512, 1712)
--------------------------------------------------------------------
Subtree, depth = 2 (35512 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (1712 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 8
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0173505904006534e-05, 1.8492186308167507e-05, 2.3069151517330548e-05, 2.7672214629331413e-05, 3.1644202804498845e-05, 3.1644202804498845e-05, 3.1644202804498845e-05, 2.7672214629331413e-05, 3.6610411845168866e-05, 2.7672214629331413e-05, 1.7729533623661425e-05, 1.674554705037387e-05, 2.2970046667569232e-05, 1.937357619259354e-05, 3.1644202804498845e-05, 2.2970046667569232e-05, 3.1644202804498845e-05, 1.7729533623661425e-05, 3.201506388094883e-05, 4.3956354975497195e-05, 3.1644202804498845e-05, 2.0173505904006534e-05, 3.201506388094883e-05, 4.3956354975497195e-05, 2.7672214629331413e-05, 2.2970046667569232e-05, 2.2970046667569232e-05, 2.2970046667569232e-05, 3.1644202804498845e-05, 3.6610411845168866e-05, 2.7672214629331413e-05, 3.6610411845168866e-05, 1.937357619259354e-05, 2.668960072042015e-05, 3.1644202804498845e-05, 3.1644202804498845e-05, 3.1644202804498845e-05, 4.3956354975497195e-05, 2.0173505904006534e-05, 2.3069151517330548e-05, 4.3956354975497195e-05, 2.3069151517330548e-05, 1.674554705037387e-05, 1.7729533623661425e-05, 2.0173505904006534e-05, 3.1644202804498845e-05, 3.1644202804498845e-05, 3.1644202804498845e-05, 5.085482066992069e-05, 3.1644202804498845e-05, 3.1644202804498845e-05, 4.3956354975497195e-05, 3.6610411845168866e-05, 2.3069151517330548e-05, 3.1644202804498845e-05, 3.204491575737045e-05, 2.431979161413232e-05, 2.0173505904006534e-05, 2.7672214629331413e-05, 2.7672214629331413e-05, 2.3069151517330548e-05, 2.2970046667569232e-05, 3.6610411845168866e-05, 2.2970046667569232e-05, 2.2970046667569232e-05, 4.3956354975497195e-05, 2.7672214629331413e-05, 3.204491575737045e-05, 1.7729533623661425e-05, 2.0173505904006534e-05, 2.7672214629331413e-05, 3.1644202804498845e-05, 1.7729533623661425e-05, 5.085482066992069e-05, 2.7672214629331413e-05, 1.7729533623661425e-05, 2.2970046667569232e-05, 1.674554705037387e-05, 3.1644202804498845e-05, 2.7672214629331413e-05, 5.085482066992069e-05, 5.085482066992069e-05, 2.65749424562183e-05, 2.668960072042015e-05, 1.937357619259354e-05, 5.085482066992069e-05, 2.65749424562183e-05, 3.1644202804498845e-05, 2.65749424562183e-05, 1.8492186308167507e-05, 2.431979161413232e-05, 2.0173505904006534e-05, 2.7672214629331413e-05, 3.1644202804498845e-05, 2.0173505904006534e-05, 2.3069151517330548e-05, 3.201506388094883e-05, 2.7672214629331413e-05, 2.65749424562183e-05, 3.1644202804498845e-05, ... ]
Split on feature grade.A. (32094, 5130)
--------------------------------------------------------------------
Subtree, depth = 2 (32094 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (5130 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 9
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9605331743486973e-05, 1.7971365461170967e-05, 2.2419423311453615e-05, 2.689284403348397e-05, 3.075296364907836e-05, 3.075296364907836e-05, 3.075296364907836e-05, 2.689284403348397e-05, 3.557930252211e-05, 2.689284403348397e-05, 1.7230192411927546e-05, 1.6273919204274127e-05, 2.2323109687723337e-05, 1.882793155145546e-05, 3.075296364907836e-05, 2.2323109687723337e-05, 3.075296364907836e-05, 1.7230192411927546e-05, 3.111337965555469e-05, 4.526825592387652e-05, 3.075296364907836e-05, 1.9605331743486973e-05, 3.111337965555469e-05, 4.526825592387652e-05, 2.689284403348397e-05, 2.2323109687723337e-05, 2.2323109687723337e-05, 2.2323109687723337e-05, 3.075296364907836e-05, 3.557930252211e-05, 2.689284403348397e-05, 3.557930252211e-05, 1.882793155145546e-05, 2.593790482997429e-05, 3.075296364907836e-05, 3.075296364907836e-05, 3.075296364907836e-05, 4.526825592387652e-05, 1.9605331743486973e-05, 2.2419423311453615e-05, 4.526825592387652e-05, 2.2419423311453615e-05, 1.6273919204274127e-05, 1.7230192411927546e-05, 1.9605331743486973e-05, 3.075296364907836e-05, 3.075296364907836e-05, 3.075296364907836e-05, 5.237261002037342e-05, 3.075296364907836e-05, 3.075296364907836e-05, 4.526825592387652e-05, 3.557930252211e-05, 2.2419423311453615e-05, 3.075296364907836e-05, 3.3001313424926466e-05, 2.363483991311807e-05, 1.9605331743486973e-05, 2.689284403348397e-05, 2.689284403348397e-05, 2.2419423311453615e-05, 2.2323109687723337e-05, 3.557930252211e-05, 2.2323109687723337e-05, 2.2323109687723337e-05, 4.526825592387652e-05, 2.689284403348397e-05, 3.3001313424926466e-05, 1.7230192411927546e-05, 1.9605331743486973e-05, 2.689284403348397e-05, 3.075296364907836e-05, 1.7230192411927546e-05, 5.237261002037342e-05, 2.689284403348397e-05, 1.7230192411927546e-05, 2.2323109687723337e-05, 1.6273919204274127e-05, 3.075296364907836e-05, 2.689284403348397e-05, 5.237261002037342e-05, 5.237261002037342e-05, 2.5826475843981168e-05, 2.593790482997429e-05, 1.882793155145546e-05, 5.237261002037342e-05, 2.5826475843981168e-05, 3.075296364907836e-05, 2.5826475843981168e-05, 1.7971365461170967e-05, 2.363483991311807e-05, 1.9605331743486973e-05, 2.689284403348397e-05, 3.075296364907836e-05, 1.9605331743486973e-05, 2.2419423311453615e-05, 3.111337965555469e-05, 2.689284403348397e-05, 2.5826475843981168e-05, 3.075296364907836e-05, ... ]
Split on feature emp_length.n/a. (35781, 1443)
--------------------------------------------------------------------
Subtree, depth = 2 (35781 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (1443 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 10
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.012778210039538e-05, 1.8450273261465618e-05, 2.3016864653635486e-05, 2.760949479703167e-05, 3.157248035222162e-05, 3.157248035222162e-05, 3.157248035222162e-05, 2.760949479703167e-05, 3.652743334409438e-05, 2.760949479703167e-05, 1.7689349150155283e-05, 1.670759280938393e-05, 2.291798442773028e-05, 1.93296654515805e-05, 3.157248035222162e-05, 2.291798442773028e-05, 3.157248035222162e-05, 1.7689349150155283e-05, 3.1942500861885285e-05, 4.647458167105024e-05, 3.157248035222162e-05, 2.012778210039538e-05, 3.1942500861885285e-05, 4.4122970198274376e-05, 2.760949479703167e-05, 2.291798442773028e-05, 2.291798442773028e-05, 2.291798442773028e-05, 3.157248035222162e-05, 3.652743334409438e-05, 2.760949479703167e-05, 3.652743334409438e-05, 1.93296654515805e-05, 2.662910800945521e-05, 3.157248035222162e-05, 3.157248035222162e-05, 3.157248035222162e-05, 4.647458167105024e-05, 2.012778210039538e-05, 2.3016864653635486e-05, 4.647458167105024e-05, 2.3016864653635486e-05, 1.670759280938393e-05, 1.7689349150155283e-05, 2.012778210039538e-05, 3.157248035222162e-05, 3.157248035222162e-05, 3.157248035222162e-05, 5.376825530479759e-05, 3.157248035222162e-05, 3.157248035222162e-05, 4.647458167105024e-05, 3.652743334409438e-05, 2.3016864653635486e-05, 3.157248035222162e-05, 3.388074501031787e-05, 2.426467014040733e-05, 2.012778210039538e-05, 2.621245576219321e-05, 2.760949479703167e-05, 2.3016864653635486e-05, 2.291798442773028e-05, 3.652743334409438e-05, 2.291798442773028e-05, 2.291798442773028e-05, 4.647458167105024e-05, 2.760949479703167e-05, 3.388074501031787e-05, 1.7689349150155283e-05, 2.012778210039538e-05, 2.760949479703167e-05, 3.157248035222162e-05, 1.7689349150155283e-05, 5.104758431649547e-05, 2.760949479703167e-05, 1.7689349150155283e-05, 2.291798442773028e-05, 1.670759280938393e-05, 3.157248035222162e-05, 2.760949479703167e-05, 5.376825530479759e-05, 5.376825530479759e-05, 2.517306666081184e-05, 2.662910800945521e-05, 1.93296654515805e-05, 5.376825530479759e-05, 2.6514709621349248e-05, 3.157248035222162e-05, 2.6514709621349248e-05, 1.8450273261465618e-05, 2.426467014040733e-05, 2.012778210039538e-05, 2.760949479703167e-05, 3.157248035222162e-05, 2.012778210039538e-05, 2.3016864653635486e-05, 3.1942500861885285e-05, 2.760949479703167e-05, 2.6514709621349248e-05, 3.157248035222162e-05, ... ]
Split on feature grade.D. (30465, 6759)
--------------------------------------------------------------------
Subtree, depth = 2 (30465 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (6759 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 11
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9527038425207157e-05, 1.7899597339397576e-05, 2.232989200089282e-05, 2.6785448248250064e-05, 3.063015258918263e-05, 3.063015258918263e-05, 3.063015258918263e-05, 2.6785448248250064e-05, 3.543721761923847e-05, 2.6785448248250064e-05, 1.7161384143025e-05, 1.7237912179357335e-05, 2.3645429200980195e-05, 1.9943212604724033e-05, 3.063015258918263e-05, 2.3645429200980195e-05, 3.063015258918263e-05, 1.7161384143025e-05, 3.0989129284889974e-05, 4.508747846928448e-05, 3.063015258918263e-05, 1.9527038425207157e-05, 3.0989129284889974e-05, 4.2806054348086825e-05, 2.6785448248250064e-05, 2.3645429200980195e-05, 2.3645429200980195e-05, 2.3645429200980195e-05, 3.063015258918263e-05, 3.543721761923847e-05, 2.6785448248250064e-05, 3.543721761923847e-05, 1.9943212604724033e-05, 2.5834322566489284e-05, 3.063015258918263e-05, 3.063015258918263e-05, 3.063015258918263e-05, 4.508747846928448e-05, 1.9527038425207157e-05, 2.232989200089282e-05, 4.508747846928448e-05, 2.232989200089282e-05, 1.7237912179357335e-05, 1.7161384143025e-05, 1.9527038425207157e-05, 3.063015258918263e-05, 3.063015258918263e-05, 3.063015258918263e-05, 5.216346153571021e-05, 3.063015258918263e-05, 3.063015258918263e-05, 4.508747846928448e-05, 3.543721761923847e-05, 2.232989200089282e-05, 3.063015258918263e-05, 3.286952364603185e-05, 2.3540454871945538e-05, 1.9527038425207157e-05, 2.5430105926938413e-05, 2.6785448248250064e-05, 2.232989200089282e-05, 2.3645429200980195e-05, 3.543721761923847e-05, 2.3645429200980195e-05, 2.3645429200980195e-05, 4.508747846928448e-05, 2.6785448248250064e-05, 3.286952364603185e-05, 1.7161384143025e-05, 1.9527038425207157e-05, 2.6785448248250064e-05, 3.063015258918263e-05, 1.7161384143025e-05, 4.9523993030639394e-05, 2.6785448248250064e-05, 1.7161384143025e-05, 2.3645429200980195e-05, 1.7237912179357335e-05, 3.063015258918263e-05, 2.6785448248250064e-05, 5.216346153571021e-05, 5.216346153571021e-05, 2.5972090494117277e-05, 2.5834322566489284e-05, 1.9943212604724033e-05, 5.216346153571021e-05, 2.735631883829905e-05, 3.063015258918263e-05, 2.735631883829905e-05, 1.7899597339397576e-05, 2.3540454871945538e-05, 1.9527038425207157e-05, 2.6785448248250064e-05, 3.063015258918263e-05, 1.9527038425207157e-05, 2.232989200089282e-05, 3.0989129284889974e-05, 2.6785448248250064e-05, 2.735631883829905e-05, 3.063015258918263e-05, ... ]
Split on feature grade.B. (26858, 10366)
--------------------------------------------------------------------
Subtree, depth = 2 (26858 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (10366 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 12
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9061324098719876e-05, 1.7472697021090725e-05, 2.28891288713697e-05, 2.6146622906743554e-05, 3.139726380832865e-05, 3.139726380832865e-05, 3.139726380832865e-05, 2.6146622906743554e-05, 3.632471849380601e-05, 2.6146622906743554e-05, 1.675209000001552e-05, 1.682679286439285e-05, 2.3081492422906265e-05, 1.9467572642126726e-05, 3.139726380832865e-05, 2.3081492422906265e-05, 3.139726380832865e-05, 1.675209000001552e-05, 3.025004734327257e-05, 4.4012154899417035e-05, 3.139726380832865e-05, 1.9061324098719876e-05, 3.025004734327257e-05, 4.1785142096254374e-05, 2.6146622906743554e-05, 2.3081492422906265e-05, 2.3081492422906265e-05, 2.3081492422906265e-05, 3.139726380832865e-05, 3.632471849380601e-05, 2.6146622906743554e-05, 3.632471849380601e-05, 1.9467572642126726e-05, 2.6481325503287904e-05, 3.139726380832865e-05, 3.139726380832865e-05, 3.139726380832865e-05, 4.4012154899417035e-05, 1.9061324098719876e-05, 2.28891288713697e-05, 4.4012154899417035e-05, 2.28891288713697e-05, 1.682679286439285e-05, 1.675209000001552e-05, 1.9061324098719876e-05, 3.139726380832865e-05, 3.139726380832865e-05, 3.139726380832865e-05, 5.091937777721315e-05, 3.139726380832865e-05, 3.139726380832865e-05, 4.4012154899417035e-05, 3.632471849380601e-05, 2.28891288713697e-05, 3.139726380832865e-05, 3.208559483238191e-05, 2.2979021701837154e-05, 1.9061324098719876e-05, 2.4823605115275334e-05, 2.6146622906743554e-05, 2.28891288713697e-05, 2.3081492422906265e-05, 3.632471849380601e-05, 2.3081492422906265e-05, 2.3081492422906265e-05, 4.4012154899417035e-05, 2.6146622906743554e-05, 3.208559483238191e-05, 1.675209000001552e-05, 1.9061324098719876e-05, 2.6146622906743554e-05, 3.139726380832865e-05, 1.675209000001552e-05, 4.834285984715306e-05, 2.6146622906743554e-05, 1.675209000001552e-05, 2.3081492422906265e-05, 1.682679286439285e-05, 3.139726380832865e-05, 2.6146622906743554e-05, 5.091937777721315e-05, 5.091937777721315e-05, 2.5352663504291698e-05, 2.6481325503287904e-05, 1.9467572642126726e-05, 5.091937777721315e-05, 2.6703878395179752e-05, 3.139726380832865e-05, 2.6703878395179752e-05, 1.7472697021090725e-05, 2.2979021701837154e-05, 1.9061324098719876e-05, 2.6146622906743554e-05, 3.139726380832865e-05, 1.9061324098719876e-05, 2.28891288713697e-05, 3.025004734327257e-05, 2.6146622906743554e-05, 2.6703878395179752e-05, 3.139726380832865e-05, ... ]
Split on feature emp_length.n/a. (35781, 1443)
--------------------------------------------------------------------
Subtree, depth = 2 (35781 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (1443 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 13
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9601149594862333e-05, 1.796753186517118e-05, 2.3537359565379334e-05, 2.6887107335316405e-05, 3.228644881064361e-05, 3.228644881064361e-05, 3.228644881064361e-05, 2.6887107335316405e-05, 3.7353451287057806e-05, 2.6887107335316405e-05, 1.7226516920666262e-05, 1.7303335404641523e-05, 2.373517094147993e-05, 2.0018903284520614e-05, 3.228644881064361e-05, 2.373517094147993e-05, 3.228644881064361e-05, 1.7226516920666262e-05, 3.110674264580465e-05, 4.5258599439776746e-05, 3.228644881064361e-05, 1.9601149594862333e-05, 3.110674264580465e-05, 4.0665202025748647e-05, 2.6887107335316405e-05, 2.373517094147993e-05, 2.373517094147993e-05, 2.373517094147993e-05, 3.228644881064361e-05, 3.7353451287057806e-05, 2.6887107335316405e-05, 3.7353451287057806e-05, 2.0018903284520614e-05, 2.723128886387534e-05, 3.228644881064361e-05, 3.228644881064361e-05, 3.228644881064361e-05, 4.5258599439776746e-05, 1.9601149594862333e-05, 2.3537359565379334e-05, 4.5258599439776746e-05, 2.3537359565379334e-05, 1.7303335404641523e-05, 1.7226516920666262e-05, 1.9601149594862333e-05, 3.228644881064361e-05, 3.228644881064361e-05, 3.228644881064361e-05, 5.2361438057469085e-05, 3.228644881064361e-05, 3.228644881064361e-05, 4.5258599439776746e-05, 3.7353451287057806e-05, 2.3537359565379334e-05, 3.228644881064361e-05, 3.299427368699409e-05, 2.362979820229525e-05, 1.9601149594862333e-05, 2.4158274122766876e-05, 2.6887107335316405e-05, 2.3537359565379334e-05, 2.373517094147993e-05, 3.7353451287057806e-05, 2.373517094147993e-05, 2.373517094147993e-05, 4.5258599439776746e-05, 2.6887107335316405e-05, 3.299427368699409e-05, 1.7226516920666262e-05, 1.9601149594862333e-05, 2.6887107335316405e-05, 3.228644881064361e-05, 1.7226516920666262e-05, 4.704715751973361e-05, 2.6887107335316405e-05, 1.7226516920666262e-05, 2.373517094147993e-05, 1.7303335404641523e-05, 3.228644881064361e-05, 2.6887107335316405e-05, 5.2361438057469085e-05, 5.2361438057469085e-05, 2.4673152502819007e-05, 2.723128886387534e-05, 2.0018903284520614e-05, 5.2361438057469085e-05, 2.7460144556383836e-05, 3.228644881064361e-05, 2.7460144556383836e-05, 1.796753186517118e-05, 2.362979820229525e-05, 1.9601149594862333e-05, 2.6887107335316405e-05, 3.228644881064361e-05, 1.9601149594862333e-05, 2.3537359565379334e-05, 3.110674264580465e-05, 2.6887107335316405e-05, 2.7460144556383836e-05, 3.228644881064361e-05, ... ]
Split on feature emp_length.4 years. (34593, 2631)
--------------------------------------------------------------------
Subtree, depth = 2 (34593 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (2631 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 14
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9175991293896658e-05, 1.8374929516427492e-05, 2.302682298926658e-05, 2.6303913129423442e-05, 3.158614030811851e-05, 3.158614030811851e-05, 3.158614030811851e-05, 2.6303913129423442e-05, 3.654323707959253e-05, 2.7496748351104293e-05, 1.6852865537103196e-05, 1.6928017791453933e-05, 2.3220343742096962e-05, 1.9584683706405975e-05, 3.158614030811851e-05, 2.3220343742096962e-05, 3.3018515046093585e-05, 1.6852865537103196e-05, 3.0432022533708094e-05, 4.4276918791466954e-05, 3.158614030811851e-05, 1.9175991293896658e-05, 3.0432022533708094e-05, 3.978315436226747e-05, 2.6303913129423442e-05, 2.3220343742096962e-05, 2.3220343742096962e-05, 2.3220343742096962e-05, 3.158614030811851e-05, 3.654323707959253e-05, 2.6303913129423442e-05, 3.654323707959253e-05, 1.9584683706405975e-05, 2.6640629196163533e-05, 3.158614030811851e-05, 3.158614030811851e-05, 3.158614030811851e-05, 4.4276918791466954e-05, 1.9175991293896658e-05, 2.302682298926658e-05, 4.4276918791466954e-05, 2.302682298926658e-05, 1.6928017791453933e-05, 1.6852865537103196e-05, 1.9175991293896658e-05, 3.158614030811851e-05, 3.158614030811851e-05, 3.158614030811851e-05, 5.1225693445506724e-05, 3.158614030811851e-05, 3.158614030811851e-05, 4.62847975425143e-05, 3.654323707959253e-05, 2.302682298926658e-05, 3.158614030811851e-05, 3.227861212467247e-05, 2.3117256587976722e-05, 1.9175991293896658e-05, 2.363426961320531e-05, 2.6303913129423442e-05, 2.302682298926658e-05, 2.3220343742096962e-05, 3.654323707959253e-05, 2.3220343742096962e-05, 2.3220343742096962e-05, 4.4276918791466954e-05, 2.6303913129423442e-05, 3.227861212467247e-05, 1.6852865537103196e-05, 1.9175991293896658e-05, 2.6303913129423442e-05, 3.158614030811851e-05, 1.6852865537103196e-05, 4.6026682192021334e-05, 2.6303913129423442e-05, 1.6852865537103196e-05, 2.3220343742096962e-05, 1.6928017791453933e-05, 3.158614030811851e-05, 2.6303913129423442e-05, 5.354868664793165e-05, 5.1225693445506724e-05, 2.4137980035163584e-05, 2.6640629196163533e-05, 1.9584683706405975e-05, 5.354868664793165e-05, 2.686452089934465e-05, 3.158614030811851e-05, 2.8082778676605722e-05, 1.8374929516427492e-05, 2.3117256587976722e-05, 1.9175991293896658e-05, 2.6303913129423442e-05, 3.158614030811851e-05, 1.9175991293896658e-05, 2.302682298926658e-05, 3.0432022533708094e-05, 2.6303913129423442e-05, 2.686452089934465e-05, 3.158614030811851e-05, ... ]
Split on feature emp_length.n/a. (35781, 1443)
--------------------------------------------------------------------
Subtree, depth = 2 (35781 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (1443 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 15
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9514445739805173e-05, 1.8699245297175155e-05, 2.3433244253044806e-05, 2.6768174726490307e-05, 3.2143632718942425e-05, 3.2143632718942425e-05, 3.2143632718942425e-05, 2.6768174726490307e-05, 3.718822178301245e-05, 2.798206337783884e-05, 1.7150317031521973e-05, 1.7226795716105972e-05, 2.363018062899303e-05, 1.9930351535023256e-05, 3.2143632718942425e-05, 2.363018062899303e-05, 3.3601288736557476e-05, 1.7150317031521973e-05, 3.0969144874173484e-05, 4.505840225098813e-05, 3.2143632718942425e-05, 1.9514445739805173e-05, 3.0969144874173484e-05, 3.910492673100485e-05, 2.6768174726490307e-05, 2.363018062899303e-05, 2.363018062899303e-05, 2.363018062899303e-05, 3.2143632718942425e-05, 3.718822178301245e-05, 2.6768174726490307e-05, 3.718822178301245e-05, 1.9930351535023256e-05, 2.711083380019418e-05, 3.2143632718942425e-05, 3.2143632718942425e-05, 3.2143632718942425e-05, 4.505840225098813e-05, 1.9514445739805173e-05, 2.3433244253044806e-05, 4.505840225098813e-05, 2.3433244253044806e-05, 1.7226795716105972e-05, 1.7150317031521973e-05, 1.9514445739805173e-05, 3.2143632718942425e-05, 3.2143632718942425e-05, 3.2143632718942425e-05, 5.212982212525309e-05, 3.2143632718942425e-05, 3.2143632718942425e-05, 4.7101719873472256e-05, 3.718822178301245e-05, 2.3433244253044806e-05, 3.2143632718942425e-05, 3.2848326598042564e-05, 2.3525273996281395e-05, 1.9514445739805173e-05, 2.3231349961575335e-05, 2.6768174726490307e-05, 2.3433244253044806e-05, 2.363018062899303e-05, 3.718822178301245e-05, 2.363018062899303e-05, 2.363018062899303e-05, 4.505840225098813e-05, 2.6768174726490307e-05, 3.2848326598042564e-05, 1.7150317031521973e-05, 1.9514445739805173e-05, 2.6768174726490307e-05, 3.2143632718942425e-05, 1.7150317031521973e-05, 4.524201420532243e-05, 2.6768174726490307e-05, 1.7150317031521973e-05, 2.363018062899303e-05, 1.7226795716105972e-05, 3.2143632718942425e-05, 2.6768174726490307e-05, 5.4493815939595594e-05, 5.212982212525309e-05, 2.372647307235119e-05, 2.711083380019418e-05, 1.9930351535023256e-05, 5.4493815939595594e-05, 2.7338677170915308e-05, 3.2143632718942425e-05, 2.8578437083563136e-05, 1.8699245297175155e-05, 2.3525273996281395e-05, 1.9514445739805173e-05, 2.6768174726490307e-05, 3.2143632718942425e-05, 1.9514445739805173e-05, 2.3433244253044806e-05, 3.0969144874173484e-05, 2.6768174726490307e-05, 2.7338677170915308e-05, 3.2143632718942425e-05, ... ]
Split on feature grade.C. (27812, 9412)
--------------------------------------------------------------------
Subtree, depth = 2 (27812 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (9412 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 16
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.98991302647242e-05, 1.8344612287159934e-05, 2.2988830491322855e-05, 2.729585061925754e-05, 3.153402559080532e-05, 3.153402559080532e-05, 3.153402559080532e-05, 2.729585061925754e-05, 3.648294353148774e-05, 2.853366842469914e-05, 1.6825059597066972e-05, 1.690008785594207e-05, 2.3182031949702262e-05, 1.955237047518901e-05, 3.153402559080532e-05, 2.3182031949702262e-05, 3.296403701994215e-05, 1.6825059597066972e-05, 3.157963368548363e-05, 4.4203865259639156e-05, 3.153402559080532e-05, 1.98991302647242e-05, 3.157963368548363e-05, 3.8363297983285506e-05, 2.729585061925754e-05, 2.3182031949702262e-05, 2.3182031949702262e-05, 2.3182031949702262e-05, 3.153402559080532e-05, 3.648294353148774e-05, 2.729585061925754e-05, 3.648294353148774e-05, 1.955237047518901e-05, 2.659667419418924e-05, 3.153402559080532e-05, 3.153402559080532e-05, 3.153402559080532e-05, 4.4203865259639156e-05, 1.98991302647242e-05, 2.2988830491322855e-05, 4.4203865259639156e-05, 2.2988830491322855e-05, 1.690008785594207e-05, 1.6825059597066972e-05, 1.98991302647242e-05, 3.153402559080532e-05, 3.153402559080532e-05, 3.153402559080532e-05, 5.114117496660924e-05, 3.153402559080532e-05, 3.153402559080532e-05, 4.620843116421367e-05, 3.648294353148774e-05, 2.2988830491322855e-05, 3.153402559080532e-05, 3.222535488178904e-05, 2.3079114881507153e-05, 1.98991302647242e-05, 2.368930510631036e-05, 2.729585061925754e-05, 2.2988830491322855e-05, 2.3182031949702262e-05, 3.648294353148774e-05, 2.3182031949702262e-05, 2.3182031949702262e-05, 4.4203865259639156e-05, 2.729585061925754e-05, 3.222535488178904e-05, 1.6825059597066972e-05, 1.98991302647242e-05, 2.729585061925754e-05, 3.153402559080532e-05, 1.6825059597066972e-05, 4.438399499535952e-05, 2.729585061925754e-05, 1.6825059597066972e-05, 2.3182031949702262e-05, 1.690008785594207e-05, 3.153402559080532e-05, 2.729585061925754e-05, 5.346033540780142e-05, 5.114117496660924e-05, 2.3276498197484764e-05, 2.659667419418924e-05, 1.955237047518901e-05, 5.346033540780142e-05, 2.6820196493172625e-05, 3.153402559080532e-05, 2.8036444238215218e-05, 1.8344612287159934e-05, 2.3079114881507153e-05, 1.9144352373923113e-05, 2.729585061925754e-05, 3.153402559080532e-05, 1.98991302647242e-05, 2.2988830491322855e-05, 3.157963368548363e-05, 2.729585061925754e-05, 2.6820196493172625e-05, 3.153402559080532e-05, ... ]
Split on feature grade.A. (32094, 5130)
--------------------------------------------------------------------
Subtree, depth = 2 (32094 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (5130 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 17
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9611795656824086e-05, 1.8079724228813243e-05, 2.2656881983652844e-05, 2.6901710652804438e-05, 3.1078688259067336e-05, 3.1078688259067336e-05, 3.1078688259067336e-05, 2.6901710652804438e-05, 3.5956146021485755e-05, 2.8121654918596474e-05, 1.658211320504353e-05, 1.6656058089165132e-05, 2.2847293698734397e-05, 1.9270042924724888e-05, 3.1078688259067336e-05, 2.2847293698734397e-05, 3.2488050957942216e-05, 1.658211320504353e-05, 3.112363779310369e-05, 4.48611306943613e-05, 3.1078688259067336e-05, 1.9611795656824086e-05, 3.112363779310369e-05, 3.8933720266003444e-05, 2.6901710652804438e-05, 2.2847293698734397e-05, 2.2847293698734397e-05, 2.2847293698734397e-05, 3.1078688259067336e-05, 3.5956146021485755e-05, 2.6901710652804438e-05, 3.5956146021485755e-05, 1.9270042924724888e-05, 2.621263002495327e-05, 3.1078688259067336e-05, 3.1078688259067336e-05, 3.1078688259067336e-05, 4.48611306943613e-05, 1.9611795656824086e-05, 2.2656881983652844e-05, 4.48611306943613e-05, 2.2656881983652844e-05, 1.6656058089165132e-05, 1.658211320504353e-05, 1.9611795656824086e-05, 3.1078688259067336e-05, 3.1078688259067336e-05, 3.1078688259067336e-05, 5.190159097093818e-05, 3.1078688259067336e-05, 3.1078688259067336e-05, 4.689550240602894e-05, 3.5956146021485755e-05, 2.2656881983652844e-05, 3.1078688259067336e-05, 3.270451234372244e-05, 2.274586270731966e-05, 1.9611795656824086e-05, 2.334724205613704e-05, 2.6901710652804438e-05, 2.2656881983652844e-05, 2.2847293698734397e-05, 3.5956146021485755e-05, 2.2847293698734397e-05, 2.2847293698734397e-05, 4.48611306943613e-05, 2.6901710652804438e-05, 3.270451234372244e-05, 1.658211320504353e-05, 1.9611795656824086e-05, 2.6901710652804438e-05, 3.1078688259067336e-05, 1.658211320504353e-05, 4.5043938771633e-05, 2.6901710652804438e-05, 1.658211320504353e-05, 2.2847293698734397e-05, 1.6656058089165132e-05, 3.1078688259067336e-05, 2.6901710652804438e-05, 5.425523491230885e-05, 5.190159097093818e-05, 2.2940395895832004e-05, 2.621263002495327e-05, 1.9270042924724888e-05, 5.425523491230885e-05, 2.6432924761159742e-05, 3.1078688259067336e-05, 2.7631610428650095e-05, 1.8079724228813243e-05, 2.274586270731966e-05, 1.886791642372411e-05, 2.6901710652804438e-05, 3.1078688259067336e-05, 1.9611795656824086e-05, 2.2656881983652844e-05, 3.112363779310369e-05, 2.6901710652804438e-05, 2.6432924761159742e-05, 3.1078688259067336e-05, ... ]
Split on feature grade.F. (35512, 1712)
--------------------------------------------------------------------
Subtree, depth = 2 (35512 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (1712 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 18
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0004314935168852e-05, 1.773179571047259e-05, 2.3110346986112803e-05, 2.7440133560958915e-05, 3.170071107129801e-05, 3.170071107129801e-05, 3.170071107129801e-05, 2.7440133560958915e-05, 3.667578846195254e-05, 2.868449433869145e-05, 1.691399505934024e-05, 1.698941990955269e-05, 2.3304569686700224e-05, 1.9655722210540504e-05, 3.170071107129801e-05, 2.3304569686700224e-05, 3.313828138762764e-05, 1.691399505934024e-05, 3.174656024547801e-05, 4.5759001493854045e-05, 3.170071107129801e-05, 2.0004314935168852e-05, 3.174656024547801e-05, 3.9712957213476494e-05, 2.7440133560958915e-05, 2.3304569686700224e-05, 2.3304569686700224e-05, 2.3304569686700224e-05, 3.170071107129801e-05, 3.667578846195254e-05, 2.7440133560958915e-05, 3.667578846195254e-05, 1.9655722210540504e-05, 2.673726136422245e-05, 3.170071107129801e-05, 3.170071107129801e-05, 3.170071107129801e-05, 4.5759001493854045e-05, 2.0004314935168852e-05, 2.3110346986112803e-05, 4.5759001493854045e-05, 2.3110346986112803e-05, 1.698941990955269e-05, 1.691399505934024e-05, 2.0004314935168852e-05, 3.170071107129801e-05, 3.170071107129801e-05, 3.170071107129801e-05, 5.294037270155289e-05, 3.170071107129801e-05, 3.170071107129801e-05, 4.7834090033808184e-05, 3.667578846195254e-05, 2.3110346986112803e-05, 3.170071107129801e-05, 3.335907512871192e-05, 2.32011086099099e-05, 2.0004314935168852e-05, 2.381452423486129e-05, 2.7440133560958915e-05, 2.3110346986112803e-05, 2.3304569686700224e-05, 3.667578846195254e-05, 2.3304569686700224e-05, 2.3304569686700224e-05, 4.5759001493854045e-05, 2.7440133560958915e-05, 3.335907512871192e-05, 1.691399505934024e-05, 2.0004314935168852e-05, 2.7440133560958915e-05, 3.170071107129801e-05, 1.691399505934024e-05, 4.594546837401264e-05, 2.7440133560958915e-05, 1.691399505934024e-05, 2.3304569686700224e-05, 1.698941990955269e-05, 3.170071107129801e-05, 2.7440133560958915e-05, 5.5341123528876965e-05, 5.294037270155289e-05, 2.3399535272946715e-05, 2.673726136422245e-05, 1.9655722210540504e-05, 5.5341123528876965e-05, 2.6961965178128482e-05, 3.170071107129801e-05, 2.818464187843392e-05, 1.773179571047259e-05, 2.32011086099099e-05, 1.9245547369309275e-05, 2.7440133560958915e-05, 3.170071107129801e-05, 2.0004314935168852e-05, 2.3110346986112803e-05, 3.174656024547801e-05, 2.7440133560958915e-05, 2.6961965178128482e-05, 3.170071107129801e-05, ... ]
Split on feature term. 36 months. (9223, 28001)
--------------------------------------------------------------------
Subtree, depth = 2 (9223 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (28001 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 19
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0431354479926306e-05, 1.8110322942845843e-05, 2.3603692151299445e-05, 2.6878344281779483e-05, 3.1051693835916975e-05, 3.1051693835916975e-05, 3.1051693835916975e-05, 2.6878344281779483e-05, 3.5924915120989915e-05, 2.8097228924608794e-05, 1.7275064397309527e-05, 1.7352099369828212e-05, 2.2827448925724574e-05, 2.0075320216864204e-05, 3.1051693835916975e-05, 2.2827448925724574e-05, 3.24598323861808e-05, 1.7275064397309527e-05, 3.109660432754806e-05, 4.4822165074742076e-05, 3.1051693835916975e-05, 2.0431354479926306e-05, 3.109660432754806e-05, 3.889990309486298e-05, 2.6878344281779483e-05, 2.2827448925724574e-05, 2.2827448925724574e-05, 2.2827448925724574e-05, 3.1051693835916975e-05, 3.5924915120989915e-05, 2.6878344281779483e-05, 3.5924915120989915e-05, 2.0075320216864204e-05, 2.730803161844222e-05, 3.1051693835916975e-05, 3.1051693835916975e-05, 3.1051693835916975e-05, 4.4822165074742076e-05, 2.0431354479926306e-05, 2.3603692151299445e-05, 4.4822165074742076e-05, 2.3603692151299445e-05, 1.7352099369828212e-05, 1.7275064397309527e-05, 2.0431354479926306e-05, 3.1051693835916975e-05, 3.1051693835916975e-05, 3.1051693835916975e-05, 5.185651012656123e-05, 3.1051693835916975e-05, 3.1051693835916975e-05, 4.6854769765537664e-05, 3.5924915120989915e-05, 2.3603692151299445e-05, 3.1051693835916975e-05, 3.407120370210536e-05, 2.2726106035554007e-05, 2.0431354479926306e-05, 2.3326963036436993e-05, 2.6878344281779483e-05, 2.3603692151299445e-05, 2.2827448925724574e-05, 3.5924915120989915e-05, 2.2827448925724574e-05, 2.2827448925724574e-05, 4.4822165074742076e-05, 2.6878344281779483e-05, 3.407120370210536e-05, 1.7275064397309527e-05, 2.0431354479926306e-05, 2.6878344281779483e-05, 3.1051693835916975e-05, 1.7275064397309527e-05, 4.500481436800874e-05, 2.6878344281779483e-05, 1.7275064397309527e-05, 2.2827448925724574e-05, 1.7352099369828212e-05, 3.1051693835916975e-05, 2.6878344281779483e-05, 5.420810973259932e-05, 5.185651012656123e-05, 2.2920470255827934e-05, 2.730803161844222e-05, 2.0075320216864204e-05, 5.420810973259932e-05, 2.6409965569634143e-05, 3.1051693835916975e-05, 2.7607610079020822e-05, 1.8110322942845843e-05, 2.2726106035554007e-05, 1.9656389220871458e-05, 2.6878344281779483e-05, 3.1051693835916975e-05, 2.0431354479926306e-05, 2.3603692151299445e-05, 3.109660432754806e-05, 2.6878344281779483e-05, 2.6409965569634143e-05, 3.1051693835916975e-05, ... ]
Split on feature grade.B. (26858, 10366)
--------------------------------------------------------------------
Subtree, depth = 2 (26858 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (10366 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 20
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.014165627880483e-05, 1.785353487803956e-05, 2.3948139138803386e-05, 2.649723357298112e-05, 3.1504828978085296e-05, 3.1504828978085296e-05, 3.1504828978085296e-05, 2.649723357298112e-05, 3.644916483202839e-05, 2.76988355295965e-05, 1.703011954624372e-05, 1.710606223224836e-05, 2.2503776263862036e-05, 1.979067026086265e-05, 3.1504828978085296e-05, 2.2503776263862036e-05, 3.293351639326896e-05, 1.703011954624372e-05, 3.0655682491282724e-05, 4.41866271516308e-05, 3.1504828978085296e-05, 2.014165627880483e-05, 3.0655682491282724e-05, 3.834833751160938e-05, 2.649723357298112e-05, 2.2503776263862036e-05, 2.2503776263862036e-05, 2.2503776263862036e-05, 3.1504828978085296e-05, 3.644916483202839e-05, 2.649723357298112e-05, 3.644916483202839e-05, 1.979067026086265e-05, 2.7706535766240003e-05, 3.1504828978085296e-05, 3.1504828978085296e-05, 3.1504828978085296e-05, 4.41866271516308e-05, 2.014165627880483e-05, 2.3948139138803386e-05, 4.41866271516308e-05, 2.3948139138803386e-05, 1.710606223224836e-05, 1.703011954624372e-05, 2.014165627880483e-05, 3.1504828978085296e-05, 3.1504828978085296e-05, 3.1504828978085296e-05, 5.11212315274423e-05, 3.1504828978085296e-05, 3.1504828978085296e-05, 4.619041133896475e-05, 3.644916483202839e-05, 2.3948139138803386e-05, 3.1504828978085296e-05, 3.358810472635018e-05, 2.240387032458025e-05, 2.014165627880483e-05, 2.2996207714467396e-05, 2.649723357298112e-05, 2.3948139138803386e-05, 2.2503776263862036e-05, 3.644916483202839e-05, 2.2503776263862036e-05, 2.2503776263862036e-05, 4.41866271516308e-05, 2.649723357298112e-05, 3.358810472635018e-05, 1.703011954624372e-05, 2.014165627880483e-05, 2.649723357298112e-05, 3.1504828978085296e-05, 1.703011954624372e-05, 4.436668664245693e-05, 2.649723357298112e-05, 1.703011954624372e-05, 2.2503776263862036e-05, 1.710606223224836e-05, 3.1504828978085296e-05, 2.649723357298112e-05, 5.3439487569484354e-05, 5.11212315274423e-05, 2.259547863530197e-05, 2.7706535766240003e-05, 1.979067026086265e-05, 5.3439487569484354e-05, 2.603549604903921e-05, 3.1504828978085296e-05, 2.7216159038170184e-05, 1.785353487803956e-05, 2.240387032458025e-05, 1.937767932900282e-05, 2.649723357298112e-05, 3.1504828978085296e-05, 2.014165627880483e-05, 2.3948139138803386e-05, 3.0655682491282724e-05, 2.649723357298112e-05, 2.603549604903921e-05, 3.1504828978085296e-05, ... ]
Split on feature emp_length.n/a. (35781, 1443)
--------------------------------------------------------------------
Subtree, depth = 2 (35781 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (1443 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 21
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0500122930295267e-05, 1.817127919739493e-05, 2.4374350823070265e-05, 2.6968812198948528e-05, 3.2065529170424356e-05, 3.2065529170424356e-05, 3.2065529170424356e-05, 2.6968812198948528e-05, 3.709786074293565e-05, 2.8191799399351705e-05, 1.733320931422114e-05, 1.7410503573303005e-05, 2.290428222084659e-05, 2.014289031669928e-05, 3.2065529170424356e-05, 2.290428222084659e-05, 3.351964333237891e-05, 1.733320931422114e-05, 3.120127018773091e-05, 4.497302882865523e-05, 3.2065529170424356e-05, 2.0500122930295267e-05, 3.120127018773091e-05, 3.7689299656515175e-05, 2.6968812198948528e-05, 2.290428222084659e-05, 2.290428222084659e-05, 2.290428222084659e-05, 3.2065529170424356e-05, 3.709786074293565e-05, 2.6968812198948528e-05, 3.709786074293565e-05, 2.014289031669928e-05, 2.8199636679245626e-05, 3.2065529170424356e-05, 3.2065529170424356e-05, 3.2065529170424356e-05, 4.497302882865523e-05, 2.0500122930295267e-05, 2.4374350823070265e-05, 4.497302882865523e-05, 2.4374350823070265e-05, 1.7410503573303005e-05, 1.733320931422114e-05, 2.0500122930295267e-05, 3.2065529170424356e-05, 3.2065529170424356e-05, 3.2065529170424356e-05, 5.203105028475043e-05, 3.2065529170424356e-05, 3.2065529170424356e-05, 4.701247491975718e-05, 3.709786074293565e-05, 2.4374350823070265e-05, 3.2065529170424356e-05, 3.4185881555847315e-05, 2.2802598227812786e-05, 2.0500122930295267e-05, 2.2601004887151735e-05, 2.6968812198948528e-05, 2.4374350823070265e-05, 2.290428222084659e-05, 3.709786074293565e-05, 2.290428222084659e-05, 2.290428222084659e-05, 4.497302882865523e-05, 2.6968812198948528e-05, 3.4185881555847315e-05, 1.733320931422114e-05, 2.0500122930295267e-05, 2.6968812198948528e-05, 3.2065529170424356e-05, 1.733320931422114e-05, 4.3604220055903354e-05, 2.6968812198948528e-05, 1.733320931422114e-05, 2.290428222084659e-05, 1.7410503573303005e-05, 3.2065529170424356e-05, 2.6968812198948528e-05, 5.439056497350878e-05, 5.203105028475043e-05, 2.220716256370882e-05, 2.8199636679245626e-05, 2.014289031669928e-05, 5.439056497350878e-05, 2.649885700403737e-05, 3.2065529170424356e-05, 2.7700532580335656e-05, 1.817127919739493e-05, 2.2802598227812786e-05, 1.9722549270509703e-05, 2.6968812198948528e-05, 3.2065529170424356e-05, 2.0500122930295267e-05, 2.4374350823070265e-05, 3.120127018773091e-05, 2.6968812198948528e-05, 2.649885700403737e-05, 3.2065529170424356e-05, ... ]
Split on feature grade.D. (30465, 6759)
--------------------------------------------------------------------
Subtree, depth = 2 (30465 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (6759 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 22
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0151106561790354e-05, 1.7861911595155275e-05, 2.3959375389124898e-05, 2.650966583535975e-05, 3.1519610758944444e-05, 3.1519610758944444e-05, 3.1519610758944444e-05, 2.650966583535975e-05, 3.64662664505587e-05, 2.771183157274712e-05, 1.703810992433188e-05, 1.7717367680664527e-05, 2.3307975433329763e-05, 2.0497913365325688e-05, 3.1519610758944444e-05, 2.3307975433329763e-05, 3.294896850134372e-05, 1.703810992433188e-05, 3.0670065860289074e-05, 4.42073591175118e-05, 3.1519610758944444e-05, 2.0151106561790354e-05, 3.0670065860289074e-05, 3.70476360654071e-05, 2.650966583535975e-05, 2.3307975433329763e-05, 2.3307975433329763e-05, 2.3307975433329763e-05, 3.1519610758944444e-05, 3.64662664505587e-05, 2.650966583535975e-05, 3.64662664505587e-05, 2.0497913365325688e-05, 2.771953542227202e-05, 3.1519610758944444e-05, 3.1519610758944444e-05, 3.1519610758944444e-05, 4.42073591175118e-05, 2.0151106561790354e-05, 2.3959375389124898e-05, 4.42073591175118e-05, 2.3959375389124898e-05, 1.7717367680664527e-05, 1.703810992433188e-05, 2.0151106561790354e-05, 3.1519610758944444e-05, 3.1519610758944444e-05, 3.1519610758944444e-05, 5.114521714698697e-05, 3.1519610758944444e-05, 3.1519610758944444e-05, 4.621208346226627e-05, 3.64662664505587e-05, 2.3959375389124898e-05, 3.1519610758944444e-05, 3.3603863961351405e-05, 2.2414382017938912e-05, 2.0151106561790354e-05, 2.2216220821363608e-05, 2.650966583535975e-05, 2.3959375389124898e-05, 2.3307975433329763e-05, 3.64662664505587e-05, 2.3307975433329763e-05, 2.3307975433329763e-05, 4.42073591175118e-05, 2.650966583535975e-05, 3.3603863961351405e-05, 1.703810992433188e-05, 2.0151106561790354e-05, 2.650966583535975e-05, 3.1519610758944444e-05, 1.703810992433188e-05, 4.2861854432675296e-05, 2.650966583535975e-05, 1.703810992433188e-05, 2.3307975433329763e-05, 1.7717367680664527e-05, 3.1519610758944444e-05, 2.650966583535975e-05, 5.346456089380002e-05, 5.114521714698697e-05, 2.259856888279968e-05, 2.771953542227202e-05, 2.0497913365325688e-05, 5.346456089380002e-05, 2.696590541917416e-05, 3.1519610758944444e-05, 2.81887608023348e-05, 1.7861911595155275e-05, 2.2414382017938912e-05, 1.9386771160912126e-05, 2.650966583535975e-05, 3.1519610758944444e-05, 2.0151106561790354e-05, 2.3959375389124898e-05, 3.0670065860289074e-05, 2.650966583535975e-05, 2.696590541917416e-05, 3.1519610758944444e-05, ... ]
Split on feature grade.F. (35512, 1712)
--------------------------------------------------------------------
Subtree, depth = 2 (35512 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (1712 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 23
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0382259818772148e-05, 1.7661612933992744e-05, 2.4234213281498865e-05, 2.6813758098509294e-05, 3.1881172078834616e-05, 3.1881172078834616e-05, 3.1881172078834616e-05, 2.6813758098509294e-05, 3.688457083668089e-05, 2.8029713873916505e-05, 1.7233554010230912e-05, 1.792060352937445e-05, 2.3575341119603376e-05, 2.073304484166406e-05, 3.1881172078834616e-05, 2.3575341119603376e-05, 3.332692597776925e-05, 1.7233554010230912e-05, 3.10218820542888e-05, 4.471446154443028e-05, 3.1881172078834616e-05, 2.0382259818772148e-05, 3.10218820542888e-05, 3.7472609339888866e-05, 2.6813758098509294e-05, 2.3575341119603376e-05, 2.3575341119603376e-05, 2.3575341119603376e-05, 3.1881172078834616e-05, 3.688457083668089e-05, 2.6813758098509294e-05, 3.688457083668089e-05, 2.073304484166406e-05, 2.803750609426628e-05, 3.1881172078834616e-05, 3.1881172078834616e-05, 3.1881172078834616e-05, 4.471446154443028e-05, 2.0382259818772148e-05, 2.4234213281498865e-05, 4.471446154443028e-05, 2.4234213281498865e-05, 1.792060352937445e-05, 1.7233554010230912e-05, 2.0382259818772148e-05, 3.1881172078834616e-05, 3.1881172078834616e-05, 3.1881172078834616e-05, 5.173190371361871e-05, 3.1881172078834616e-05, 3.1881172078834616e-05, 4.67421820735491e-05, 3.688457083668089e-05, 2.4234213281498865e-05, 3.1881172078834616e-05, 3.398933374079112e-05, 2.2671497297975444e-05, 2.0382259818772148e-05, 2.2471062995163748e-05, 2.6813758098509294e-05, 2.4234213281498865e-05, 2.3575341119603376e-05, 3.688457083668089e-05, 2.3575341119603376e-05, 2.3575341119603376e-05, 4.471446154443028e-05, 2.6813758098509294e-05, 3.398933374079112e-05, 1.7233554010230912e-05, 2.0382259818772148e-05, 2.6813758098509294e-05, 3.1881172078834616e-05, 1.7233554010230912e-05, 4.335352258112224e-05, 2.6813758098509294e-05, 1.7233554010230912e-05, 2.3575341119603376e-05, 1.792060352937445e-05, 3.1881172078834616e-05, 2.6813758098509294e-05, 5.407785264260835e-05, 5.173190371361871e-05, 2.2857796969573413e-05, 2.803750609426628e-05, 2.073304484166406e-05, 5.407785264260835e-05, 2.7275231204633718e-05, 3.1881172078834616e-05, 2.8512113956652173e-05, 1.7661612933992744e-05, 2.2671497297975444e-05, 1.960915672978718e-05, 2.6813758098509294e-05, 3.1881172078834616e-05, 2.0382259818772148e-05, 2.4234213281498865e-05, 3.10218820542888e-05, 2.6813758098509294e-05, 2.7275231204633718e-05, 3.1881172078834616e-05, ... ]
Split on feature grade.A. (32094, 5130)
--------------------------------------------------------------------
Subtree, depth = 2 (32094 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (5130 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 24
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0023555222316973e-05, 1.735078862910382e-05, 2.3807718684096942e-05, 2.634186644548886e-05, 3.132009970183922e-05, 3.132009970183922e-05, 3.132009970183922e-05, 2.634186644548886e-05, 3.623544433083543e-05, 2.7536422781893576e-05, 1.6930263055660956e-05, 1.7605221284501043e-05, 2.3160441923057378e-05, 2.036816682767826e-05, 3.132009970183922e-05, 2.3160441923057378e-05, 3.27404099760972e-05, 1.6930263055660956e-05, 3.0475932204639896e-05, 4.553009361757194e-05, 3.132009970183922e-05, 2.0023555222316973e-05, 3.0475932204639896e-05, 3.815614350280283e-05, 2.634186644548886e-05, 2.3160441923057378e-05, 2.3160441923057378e-05, 2.3160441923057378e-05, 3.132009970183922e-05, 3.623544433083543e-05, 2.634186644548886e-05, 3.623544433083543e-05, 2.036816682767826e-05, 2.754407786802561e-05, 3.132009970183922e-05, 3.132009970183922e-05, 3.132009970183922e-05, 4.553009361757194e-05, 2.0023555222316973e-05, 2.3807718684096942e-05, 4.553009361757194e-05, 2.3807718684096942e-05, 1.7605221284501043e-05, 1.6930263055660956e-05, 2.0023555222316973e-05, 3.132009970183922e-05, 3.132009970183922e-05, 3.132009970183922e-05, 5.267554025571545e-05, 3.132009970183922e-05, 3.132009970183922e-05, 4.759480159642833e-05, 3.623544433083543e-05, 2.3807718684096942e-05, 3.132009970183922e-05, 3.460932981781329e-05, 2.227250472494314e-05, 2.0023555222316973e-05, 2.2075597837950156e-05, 2.634186644548886e-05, 2.3807718684096942e-05, 2.3160441923057378e-05, 3.623544433083543e-05, 2.3160441923057378e-05, 2.3160441923057378e-05, 4.553009361757194e-05, 2.634186644548886e-05, 3.460932981781329e-05, 1.6930263055660956e-05, 2.0023555222316973e-05, 2.634186644548886e-05, 3.132009970183922e-05, 1.6930263055660956e-05, 4.4144329901158925e-05, 2.634186644548886e-05, 1.6930263055660956e-05, 2.3160441923057378e-05, 1.7605221284501043e-05, 3.132009970183922e-05, 2.634186644548886e-05, 5.506428140722878e-05, 5.267554025571545e-05, 2.2455525734159485e-05, 2.754407786802561e-05, 2.036816682767826e-05, 5.506428140722878e-05, 2.679521814967949e-05, 3.132009970183922e-05, 2.8010333171702837e-05, 1.735078862910382e-05, 2.227250472494314e-05, 1.926405786861447e-05, 2.634186644548886e-05, 3.132009970183922e-05, 2.0023555222316973e-05, 2.3807718684096942e-05, 3.0475932204639896e-05, 2.634186644548886e-05, 2.679521814967949e-05, 3.132009970183922e-05, ... ]
Split on feature emp_length.n/a. (35781, 1443)
--------------------------------------------------------------------
Subtree, depth = 2 (35781 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (1443 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 25
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0289042804272142e-05, 1.7580838631064608e-05, 2.4123379594216702e-05, 2.669112702130331e-05, 3.1735365494757385e-05, 3.1735365494757385e-05, 3.1735365494757385e-05, 2.669112702130331e-05, 3.6715881515424055e-05, 2.7901521697590238e-05, 1.715473740852227e-05, 1.7838644748851596e-05, 2.3467520743721182e-05, 2.0638223533388188e-05, 3.1735365494757385e-05, 2.3467520743721182e-05, 3.317450732695562e-05, 1.715473740852227e-05, 3.08800053804075e-05, 4.613376635832726e-05, 3.1735365494757385e-05, 2.0289042804272142e-05, 3.08800053804075e-05, 3.7663308975101216e-05, 2.669112702130331e-05, 2.3467520743721182e-05, 2.3467520743721182e-05, 2.3467520743721182e-05, 3.1735365494757385e-05, 3.6715881515424055e-05, 2.669112702130331e-05, 3.6715881515424055e-05, 2.0638223533388188e-05, 2.790927828069842e-05, 3.1735365494757385e-05, 3.1735365494757385e-05, 3.1735365494757385e-05, 4.613376635832726e-05, 2.0289042804272142e-05, 2.4123379594216702e-05, 4.613376635832726e-05, 2.4123379594216702e-05, 1.7838644748851596e-05, 1.715473740852227e-05, 2.0289042804272142e-05, 3.1735365494757385e-05, 3.1735365494757385e-05, 3.1735365494757385e-05, 5.337395278313144e-05, 3.1735365494757385e-05, 3.1735365494757385e-05, 4.822584981185157e-05, 3.6715881515424055e-05, 2.4123379594216702e-05, 3.1735365494757385e-05, 3.506820673474458e-05, 2.2567810596346033e-05, 2.0289042804272142e-05, 2.179046375899383e-05, 2.669112702130331e-05, 2.4123379594216702e-05, 2.3467520743721182e-05, 3.6715881515424055e-05, 2.3467520743721182e-05, 2.3467520743721182e-05, 4.613376635832726e-05, 2.669112702130331e-05, 3.506820673474458e-05, 1.715473740852227e-05, 2.0289042804272142e-05, 2.669112702130331e-05, 3.1735365494757385e-05, 1.715473740852227e-05, 4.3574150423352315e-05, 2.669112702130331e-05, 1.715473740852227e-05, 2.3467520743721182e-05, 1.7838644748851596e-05, 3.1735365494757385e-05, 2.669112702130331e-05, 5.5794365688496216e-05, 5.337395278313144e-05, 2.216548440913215e-05, 2.790927828069842e-05, 2.0638223533388188e-05, 5.5794365688496216e-05, 2.715048960849571e-05, 3.1735365494757385e-05, 2.838171555315056e-05, 1.7580838631064608e-05, 2.2567810596346033e-05, 1.9519475454822276e-05, 2.669112702130331e-05, 3.1735365494757385e-05, 2.0289042804272142e-05, 2.4123379594216702e-05, 3.08800053804075e-05, 2.669112702130331e-05, 2.715048960849571e-05, 3.1735365494757385e-05, ... ]
Split on feature emp_length.2 years. (33652, 3572)
--------------------------------------------------------------------
Subtree, depth = 2 (33652 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (3572 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 26
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9997807148268495e-05, 1.7328477436837434e-05, 2.3777104595000504e-05, 2.6307993723073528e-05, 3.127982552288473e-05, 3.127982552288473e-05, 3.127982552288473e-05, 2.6307993723073528e-05, 3.618884956315053e-05, 2.750101399234814e-05, 1.690849261270128e-05, 1.758258292002279e-05, 2.313066016017814e-05, 2.0341975621277194e-05, 3.22043699581586e-05, 2.313066016017814e-05, 3.269830943545482e-05, 1.690849261270128e-05, 3.0436743531580138e-05, 4.5471546960453186e-05, 3.127982552288473e-05, 1.9997807148268495e-05, 3.0436743531580138e-05, 3.712267733454289e-05, 2.6307993723073528e-05, 2.313066016017814e-05, 2.313066016017814e-05, 2.313066016017814e-05, 3.127982552288473e-05, 3.618884956315053e-05, 2.6307993723073528e-05, 3.618884956315053e-05, 2.0341975621277194e-05, 2.7508659234887343e-05, 3.22043699581586e-05, 3.22043699581586e-05, 3.127982552288473e-05, 4.5471546960453186e-05, 1.9997807148268495e-05, 2.3777104595000504e-05, 4.5471546960453186e-05, 2.3777104595000504e-05, 1.758258292002279e-05, 1.690849261270128e-05, 1.9997807148268495e-05, 3.22043699581586e-05, 3.127982552288473e-05, 3.127982552288473e-05, 5.2607805345706253e-05, 3.127982552288473e-05, 3.22043699581586e-05, 4.7533599953552164e-05, 3.618884956315053e-05, 2.3777104595000504e-05, 3.127982552288473e-05, 3.456482605327082e-05, 2.2243864750945727e-05, 1.9997807148268495e-05, 2.147767620816181e-05, 2.6307993723073528e-05, 2.3777104595000504e-05, 2.313066016017814e-05, 3.618884956315053e-05, 2.313066016017814e-05, 2.313066016017814e-05, 4.5471546960453186e-05, 2.6307993723073528e-05, 3.456482605327082e-05, 1.690849261270128e-05, 1.9997807148268495e-05, 2.6307993723073528e-05, 3.127982552288473e-05, 1.690849261270128e-05, 4.2948672602354546e-05, 2.6307993723073528e-05, 1.690849261270128e-05, 2.313066016017814e-05, 1.758258292002279e-05, 3.127982552288473e-05, 2.7085584671657706e-05, 5.49934748406946e-05, 5.2607805345706253e-05, 2.1847313687388046e-05, 2.7508659234887343e-05, 2.0341975621277194e-05, 5.49934748406946e-05, 2.6760762467189393e-05, 3.127982552288473e-05, 2.797431498589017e-05, 1.7328477436837434e-05, 2.2901331377779227e-05, 1.9239286424034918e-05, 2.6307993723073528e-05, 3.127982552288473e-05, 1.9997807148268495e-05, 2.3777104595000504e-05, 3.0436743531580138e-05, 2.6307993723073528e-05, 2.755173599754443e-05, 3.127982552288473e-05, ... ]
Split on feature grade.F. (35512, 1712)
--------------------------------------------------------------------
Subtree, depth = 2 (35512 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (1712 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 27
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.0234593284607894e-05, 1.7128044279078494e-05, 2.405863989977893e-05, 2.661949628644669e-05, 3.165019758298211e-05, 3.165019758298211e-05, 3.165019758298211e-05, 2.661949628644669e-05, 3.6617347438097185e-05, 2.7826642637548256e-05, 1.7108699395745064e-05, 1.7790771340164633e-05, 2.340454117171607e-05, 2.058283692057668e-05, 3.2585689183766656e-05, 2.340454117171607e-05, 3.30854772033329e-05, 1.7108699395745064e-05, 3.079713299079243e-05, 4.6009957589094214e-05, 3.165019758298211e-05, 2.0234593284607894e-05, 3.079713299079243e-05, 3.756223229531676e-05, 2.661949628644669e-05, 2.340454117171607e-05, 2.340454117171607e-05, 2.340454117171607e-05, 3.165019758298211e-05, 3.6617347438097185e-05, 2.661949628644669e-05, 3.6617347438097185e-05, 2.058283692057668e-05, 2.7834378404384888e-05, 3.2585689183766656e-05, 3.2585689183766656e-05, 3.165019758298211e-05, 4.6009957589094214e-05, 2.0234593284607894e-05, 2.405863989977893e-05, 4.6009957589094214e-05, 2.405863989977893e-05, 1.7790771340164633e-05, 1.7108699395745064e-05, 2.0234593284607894e-05, 3.2585689183766656e-05, 3.165019758298211e-05, 3.165019758298211e-05, 5.323071359143276e-05, 3.165019758298211e-05, 3.2585689183766656e-05, 4.809642653727981e-05, 3.6617347438097185e-05, 2.405863989977893e-05, 3.165019758298211e-05, 3.497409450724259e-05, 2.250724556828142e-05, 2.0234593284607894e-05, 2.173198488956739e-05, 2.661949628644669e-05, 2.405863989977893e-05, 2.340454117171607e-05, 3.6617347438097185e-05, 2.340454117171607e-05, 2.340454117171607e-05, 4.6009957589094214e-05, 2.661949628644669e-05, 3.497409450724259e-05, 1.7108699395745064e-05, 2.0234593284607894e-05, 2.661949628644669e-05, 3.165019758298211e-05, 1.7108699395745064e-05, 4.3457210872126687e-05, 2.661949628644669e-05, 1.7108699395745064e-05, 2.340454117171607e-05, 1.7790771340164633e-05, 3.165019758298211e-05, 2.7406294382344698e-05, 5.564463085669476e-05, 5.323071359143276e-05, 2.210599910019739e-05, 2.7834378404384888e-05, 2.058283692057668e-05, 5.564463085669476e-05, 2.7077626086441306e-05, 3.165019758298211e-05, 2.8305547801225315e-05, 1.7128044279078494e-05, 2.3172496997777823e-05, 1.9467091216055263e-05, 2.661949628644669e-05, 3.165019758298211e-05, 2.0234593284607894e-05, 2.405863989977893e-05, 3.079713299079243e-05, 2.661949628644669e-05, 2.7877965221975494e-05, 3.165019758298211e-05, ... ]
Split on feature home_ownership.OWN. (34149, 3075)
--------------------------------------------------------------------
Subtree, depth = 2 (34149 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (3075 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 28
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[1.9962491863571e-05, 1.7364736649484144e-05, 2.373511523027522e-05, 2.6261534914802107e-05, 3.1224586669172496e-05, 3.1224586669172496e-05, 3.1224586669172496e-05, 2.6261534914802107e-05, 3.612494157985406e-05, 2.7452448360556172e-05, 1.6878632927286987e-05, 1.7551532819532563e-05, 2.3089812389082975e-05, 2.0306052549559947e-05, 3.214749839793484e-05, 2.3089812389082975e-05, 3.264056559892923e-05, 1.6878632927286987e-05, 3.0382993525136288e-05, 4.539124612473466e-05, 3.1224586669172496e-05, 1.9962491863571e-05, 3.0382993525136288e-05, 3.808130462224704e-05, 2.6261534914802107e-05, 2.3089812389082975e-05, 2.3089812389082975e-05, 2.3089812389082975e-05, 3.1224586669172496e-05, 3.612494157985406e-05, 2.6261534914802107e-05, 3.612494157985406e-05, 2.0306052549559947e-05, 2.746008010191923e-05, 3.214749839793484e-05, 3.214749839793484e-05, 3.1224586669172496e-05, 4.539124612473466e-05, 1.9962491863571e-05, 2.373511523027522e-05, 4.66457689956147e-05, 2.373511523027522e-05, 1.8036621932984037e-05, 1.6878632927286987e-05, 2.0514215042392473e-05, 3.214749839793484e-05, 3.1224586669172496e-05, 3.1224586669172496e-05, 5.2514902178407995e-05, 3.1224586669172496e-05, 3.214749839793484e-05, 4.7449657619144665e-05, 3.612494157985406e-05, 2.4391106141331697e-05, 3.1224586669172496e-05, 3.450378602705493e-05, 2.2204583023172878e-05, 1.9962491863571e-05, 2.143974753706761e-05, 2.6261534914802107e-05, 2.373511523027522e-05, 2.3089812389082975e-05, 3.612494157985406e-05, 2.3089812389082975e-05, 2.3089812389082975e-05, 4.539124612473466e-05, 2.6987350991419605e-05, 3.450378602705493e-05, 1.7345124439290927e-05, 1.9962491863571e-05, 2.6261534914802107e-05, 3.1224586669172496e-05, 1.6878632927286987e-05, 4.287282705643613e-05, 2.6261534914802107e-05, 1.6878632927286987e-05, 2.3089812389082975e-05, 1.7551532819532563e-05, 3.1224586669172496e-05, 2.70377526705395e-05, 5.4896358681602544e-05, 5.2514902178407995e-05, 2.1808732252082407e-05, 2.746008010191923e-05, 2.0306052549559947e-05, 5.4896358681602544e-05, 2.671350408839596e-05, 3.2087571527587897e-05, 2.7924913524488957e-05, 1.689771767343007e-05, 2.286088859164965e-05, 1.9205310654971643e-05, 2.6261534914802107e-05, 3.1224586669172496e-05, 1.9962491863571e-05, 2.373511523027522e-05, 3.0382993525136288e-05, 2.6261534914802107e-05, 2.7503080792828757e-05, 3.1224586669172496e-05, ... ]
Split on feature emp_length.n/a. (35781, 1443)
--------------------------------------------------------------------
Subtree, depth = 2 (35781 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (1443 data points).
Reached maximum depth. Stopping for now.
=====================================================
Adaboost Iteration 29
=====================================================
--------------------------------------------------------------------
Subtree, depth = 1 (37224 data points).
[2.019462171711352e-05, 1.7566659024846763e-05, 2.4011114281890267e-05, 2.6566911933625063e-05, 3.158767554504915e-05, 3.158767554504915e-05, 3.158767554504915e-05, 2.6566911933625063e-05, 3.65450132550474e-05, 2.7771673678761494e-05, 1.7074902742507754e-05, 1.7755627316887366e-05, 2.3358307665365748e-05, 2.0542177429989223e-05, 3.2521319168701894e-05, 2.3358307665365748e-05, 3.302011990326191e-05, 1.7074902742507754e-05, 3.0736296103059625e-05, 4.591906917343307e-05, 3.158767554504915e-05, 2.019462171711352e-05, 3.0736296103059625e-05, 3.7648548212870725e-05, 2.6566911933625063e-05, 2.3358307665365748e-05, 2.3358307665365748e-05, 2.3358307665365748e-05, 3.158767554504915e-05, 3.65450132550474e-05, 2.6566911933625063e-05, 3.65450132550474e-05, 2.0542177429989223e-05, 2.7779394164306235e-05, 3.2521319168701894e-05, 3.2521319168701894e-05, 3.158767554504915e-05, 4.591906917343307e-05, 2.019462171711352e-05, 2.4011114281890267e-05, 4.718818001320363e-05, 2.4011114281890267e-05, 1.824635719230534e-05, 1.7074902742507754e-05, 2.075276049883523e-05, 3.2521319168701894e-05, 3.158767554504915e-05, 3.158767554504915e-05, 5.3125561240151654e-05, 3.158767554504915e-05, 3.2521319168701894e-05, 4.8001416495193345e-05, 3.65450132550474e-05, 2.467473325236685e-05, 3.158767554504915e-05, 3.490500641836985e-05, 2.2462784586402963e-05, 2.019462171711352e-05, 2.1196105985022257e-05, 2.6566911933625063e-05, 2.4011114281890267e-05, 2.3358307665365748e-05, 3.65450132550474e-05, 2.3358307665365748e-05, 2.3358307665365748e-05, 4.591906917343307e-05, 2.730116801766826e-05, 3.490500641836985e-05, 1.7546818757980516e-05, 2.019462171711352e-05, 2.6566911933625063e-05, 3.158767554504915e-05, 1.7074902742507754e-05, 4.238561972777975e-05, 2.6566911933625063e-05, 1.7074902742507754e-05, 2.3358307665365748e-05, 1.7755627316887366e-05, 3.158767554504915e-05, 2.7352155782657212e-05, 5.553471003512433e-05, 5.3125561240151654e-05, 2.156089755324315e-05, 2.7779394164306235e-05, 2.0542177429989223e-05, 5.553471003512433e-05, 2.7024136740573164e-05, 3.246069545070026e-05, 2.824963280958264e-05, 1.7094209411813403e-05, 2.3126721873230874e-05, 1.9428635777909463e-05, 2.6566911933625063e-05, 3.158767554504915e-05, 2.019462171711352e-05, 2.4011114281890267e-05, 3.0736296103059625e-05, 2.6566911933625063e-05, 2.7822894880170128e-05, 3.158767554504915e-05, ... ]
Split on feature grade.C. (27812, 9412)
--------------------------------------------------------------------
Subtree, depth = 2 (27812 data points).
Reached maximum depth. Stopping for now.
--------------------------------------------------------------------
Subtree, depth = 2 (9412 data points).
Reached maximum depth. Stopping for now.