714
Feature:Pclass Its best_gain:0.0956802853653 best_criteria:('Pclass', array([3, 1, 2]))
Feature:Sex Its best_gain:0.216016060752 best_criteria:('Sex', array([0, 1]))
Feature:Age Its best_gain:0.971721243718 best_criteria:('Age', 1.0)
Feature:Fare Its best_gain:0.971721243718 best_criteria:('Age', 1.0)
Feature:Parch Its best_gain:0.971721243718 best_criteria:('Age', 1.0)
best_gain:0.971721243718 best_criteria:('Age', 1.0)
['Pclass' 'Sex' 'Fare' 'Parch']
1loop
707
Feature:Pclass Its best_gain:0.0979064882575 best_criteria:('Pclass', array([3, 1, 2]))
Feature:Sex Its best_gain:0.222711526805 best_criteria:('Sex', array([0, 1]))
Feature:Fare Its best_gain:0.632020377971 best_criteria:('Fare', 6.9749999999999996)
Feature:Parch Its best_gain:0.632020377971 best_criteria:('Fare', 6.9749999999999996)
best_gain:0.632020377971 best_criteria:('Fare', 6.9749999999999996)
['Pclass' 'Sex' 'Parch']
1loop
691
Feature:Pclass Its best_gain:0.100294027175 best_criteria:('Pclass', array([3, 1, 2]))
Feature:Sex Its best_gain:0.222539448199 best_criteria:('Sex', array([0, 1]))
Feature:Parch Its best_gain:0.222539448199 best_criteria:('Sex', array([0, 1]))
best_gain:0.222539448199 best_criteria:('Sex', array([0, 1]))
['Pclass' 'Parch']
1loop
433
Feature:Pclass Its best_gain:0.0486476263771 best_criteria:('Pclass', array([3, 1, 2]))
Feature:Parch Its best_gain:0.0486476263771 best_criteria:('Pclass', array([3, 1, 2]))
best_gain:0.0486476263771 best_criteria:('Pclass', array([3, 1, 2]))
['Parch']
1loop
241
Feature:Parch Its best_gain:0.0212363604493 best_criteria:('Parch', 1)
best_gain:0.0212363604493 best_criteria:('Parch', 1)
[]
1loop
42
[]
2loop
199
[]
['0Parch']
2loop
96
Feature:Parch Its best_gain:0.0180628970017 best_criteria:('Parch', 4)
best_gain:0.0180628970017 best_criteria:('Parch', 4)
[]
1loop
1
[]
2loop
95
[]
['1Parch']
3loop
96
Feature:Parch Its best_gain:0.067017973327 best_criteria:('Parch', array([0, 1, 2]))
best_gain:0.067017973327 best_criteria:('Parch', array([0, 1, 2]))
[]
1loop
80
[]
2loop
12
[]
3loop
4
[]
['2Parch']
['0Pclass' '0Parch']
2loop
258
Feature:Pclass Its best_gain:0.231485333579 best_criteria:('Pclass', array([1, 3, 2]))
Feature:Parch Its best_gain:0.231485333579 best_criteria:('Pclass', array([1, 3, 2]))
best_gain:0.231485333579 best_criteria:('Pclass', array([1, 3, 2]))
['Parch']
1loop
85
Feature:Parch Its best_gain:0.040411973749 best_criteria:('Parch', array([0, 2, 1]))
best_gain:0.040411973749 best_criteria:('Parch', array([0, 2, 1]))
[]
1loop
56
[]
2loop
13
[]
3loop
16
[]
['0Parch']
2loop
99
Feature:Parch Its best_gain:0.0189473465243 best_criteria:('Parch', 6)
best_gain:0.0189473465243 best_criteria:('Parch', 6)
[]
1loop
1
[]
2loop
98
[]
['1Parch']
3loop
74
Feature:Parch Its best_gain:0.00334442736933 best_criteria:('Parch', 3)
best_gain:0.00334442736933 best_criteria:('Parch', 3)
[]
1loop
2
[]
2loop
72
[]
['2Parch']
['1Pclass' '1Parch']
['0Pclass' '0Sex' '0Parch']
2loop
16
Feature:Pclass Its best_gain:0.0269274288893 best_criteria:('Pclass', array([3, 1]))
Feature:Sex Its best_gain:0.0269274288893 best_criteria:('Pclass', array([3, 1]))
Feature:Parch Its best_gain:0.0269274288893 best_criteria:('Pclass', array([3, 1]))
best_gain:0.0269274288893 best_criteria:('Pclass', array([3, 1]))
['Sex' 'Parch']
1loop
12
Feature:Sex Its best_gain:0.0109446122922 best_criteria:('Sex', array([0, 1]))
Feature:Parch Its best_gain:0.0109446122922 best_criteria:('Sex', array([0, 1]))
best_gain:0.0109446122922 best_criteria:('Sex', array([0, 1]))
['Parch']
1loop
11
Feature:Parch Its best_gain:0.0 best_criteria:None
best_gain:0.0 best_criteria:None
['0Parch']
2loop
1
Feature:Parch Its best_gain:0.0 best_criteria:None
best_gain:0.0 best_criteria:None
['1Parch']
['0Sex' '0Parch']
2loop
4
Feature:Sex Its best_gain:0.0 best_criteria:None
Feature:Parch Its best_gain:0.0 best_criteria:None
best_gain:0.0 best_criteria:None
['1Sex' '1Parch']
['1Pclass' '1Sex' '1Parch']
['0Pclass' '0Sex' '0Fare' '0Parch']
2loop
7
Feature:Pclass Its best_gain:0.0 best_criteria:None
Feature:Sex Its best_gain:0.0 best_criteria:None
Feature:Fare Its best_gain:0.0 best_criteria:None
Feature:Parch Its best_gain:0.0 best_criteria:None
best_gain:0.0 best_criteria:None
['1Pclass' '1Sex' '1Fare' '1Parch']