In [1]:

    

using StatsBase

s = [874, 1293, 1070] ./ 3237
p = [224, 242, 236] ./ 702

s = WeightVec(s)
p = WeightVec(p)


    

    
Out[1]:





StatsBase.WeightVec{Float64,Array{Float64,1}}([0.319088,0.344729,0.336182],1.0)

In [2]:

    

rs_1 = [0.6224256292906178, 0.7063369397217929, 0.6878504672897197];
rp_1 = [0.22807017543859648,0.23387096774193547, 0.26548672566371684];

rs_2 = [0.6750572082379863, 0.7167182662538699, 0.7009345794392523];
rp_2 = [0.23423423423423423, 0.24369747899159663, 0.2682926829268293];

rs_3 = [0.6613272311212814,  0.6738794435857806, 0.6841121495327103];
rp_3 = [0.30701754385964913, 0.20161290322580644, 0.22123893805309736];

rs_4 = [0.6475972540045767, 0.7368421052631579, 0.6990654205607477];
rp_4 = [0.24324324324324326, 0.226890756302521, 0.2682926829268293];

rs_5 = [0.6544622425629291, 0.6939721792890263, 0.6841121495327103];
rp_5 = [0.32456140350877194, 0.21774193548387097, 0.30973451327433627];

rs_6 = [0.6773455377574371, 0.718266253869969, 0.6766355140186916];
rp_6 = [0.25225225225225223, 0.25210084033613445, 0.3008130081300813];

rs_ens_1 = [0.6864988558352403, 0.7125193199381762, 0.7102803738317757];
rp_ens_1 = [0.34210526315789475, 0.22580645161290322, 0.2920353982300885];

rs_ens_2 = [0.6933638443935927, 0.739938080495356,  0.7140186915887851];
rp_ens_2 = [0.2702702702702703, 0.25210084033613445, 0.3252032520325203];

rs_m = (rs_1 + rs_2 + rs_3 + rs_4 + rs_5 + rs_6) / 6
rp_m = (rp_1 + rp_2 + rp_3 + rp_4 + rp_5 + rp_6) / 6

rs_ens_m = (rs_ens_1 + rs_ens_2) / 2
rp_ens_m = (rp_ens_1 + rp_ens_2) / 2

println("Single: $(rs_m)")
println("Paragraph: $(rp_m)")
println("Weighted Single: $(mean_and_std(rs_m, s))")
println("Weighted Paragraph: $(mean_and_std(rp_m, p))")
println("Ensemble Weighted Single: $(mean_and_std(rs_ens_m, s))")
println("Ensemble Weighted Paragraph: $(mean_and_std(rp_ens_m, p))")


    

    




Single: [0.656369,0.707669,0.688785]
Paragraph: [0.264896,0.229319,0.27231]
Weighted Single: (0.6875758231934297,0.02060825069183625)
Weighted Paragraph: (0.2551241411353554,0.018955655303813723)
Ensemble Weighted Single: (0.7117743927649919,0.014571362819044326)
Ensemble Weighted Paragraph: (0.28382763931734456,0.03256280405044694)

In [4]:

    

rs_ens_1 = [0.6956521739130435, 0.7217928902627512, 0.7158878504672898];
rp_ens_1 = [0.3333333333333333, 0.21774193548387097, 0.327433628318584];

rs_ens_2 = [0.6933638443935927, 0.7662538699690402, 0.7327102803738318];
rp_ens_2 = [0.24324324324324326, 0.2773109243697479, 0.34959349593495936];

rs_ens_m = (rs_ens_1 + rs_ens_2) / 2
rp_ens_m = (rp_ens_1 + rp_ens_2) / 2

println("Ensemble10 Weighted Single: $(mean_and_std(rs_ens_m, s))")
println("Ensemble10 Weighted Paragraph: $(mean_and_std(rp_ens_m, p))")


    

    




Ensemble10 Weighted Single: (0.7241341459653547,0.019874746288752722)
Ensemble10 Weighted Paragraph: (0.29112132945980423,0.03758720426255372)

In [ ]: