[1] "Method: pearson" [1] "---------------------------------------------" [1] "X1.vaika - X13.batratio: 0.435682" [1] "X2.paino - X7.thymusratio: -0.672252" [1] "X2.paino - X9.neitsyt: -0.631371" [1] "X2.paino - X10.rasitus: 0.538190" [1] "X2.paino - X15.hanta: 0.840479" [1] "X2.paino - X17.vart: 0.860995" [1] "X2.paino - X18.painoind: 0.978825" [1] "X4.maksaratio - X5.pernaratio: 0.544861" [1] "X4.maksaratio - X6.sydanratio: 0.438972" [1] "X4.maksaratio - X8.umpisratio: 0.583693" [1] "X5.pernaratio - X6.sydanratio: 0.413823" [1] "X5.pernaratio - X7.thymusratio: 0.461345" [1] "X6.sydanratio - X7.thymusratio: 0.419244" [1] "X6.sydanratio - X18.painoind: -0.415997" [1] "X7.thymusratio - X9.neitsyt: 0.498809" [1] "X7.thymusratio - X13.batratio: 0.466414" [1] "X7.thymusratio - X15.hanta: -0.584725" [1] "X7.thymusratio - X17.vart: -0.640737" [1] "X7.thymusratio - X18.painoind: -0.659174" [1] "X9.neitsyt - X10.rasitus: -0.730178" [1] "X9.neitsyt - X15.hanta: -0.588542" [1] "X9.neitsyt - X17.vart: -0.583704" [1] "X9.neitsyt - X18.painoind: -0.625617" [1] "X10.rasitus - X15.hanta: 0.463264" [1] "X10.rasitus - X17.vart: 0.449783" [1] "X10.rasitus - X18.painoind: 0.542028" [1] "X11.gonratio - X12.uusrasvaratio: 0.783236" [1] "X15.hanta - X17.vart: 0.837446" [1] "X15.hanta - X18.painoind: 0.819489" [1] "X17.vart - X18.painoind: 0.773764" [1] "" [1] "Method: kendall" [1] "---------------------------------------------" [1] "X2.paino - X7.thymusratio: -0.465082" [1] "X2.paino - X9.neitsyt: -0.507948" [1] "X2.paino - X10.rasitus: 0.440744" [1] "X2.paino - X15.hanta: 0.659591" [1] "X2.paino - X17.vart: 0.683527" [1] "X2.paino - X18.painoind: 0.877423" [1] "X7.thymusratio - X9.neitsyt: 0.435545" [1] "X7.thymusratio - X15.hanta: -0.414413" [1] "X7.thymusratio - X17.vart: -0.438647" [1] "X7.thymusratio - X18.painoind: -0.446665" [1] "X9.neitsyt - X10.rasitus: -0.720089" [1] "X9.neitsyt - X15.hanta: -0.465024" [1] "X9.neitsyt - X17.vart: -0.455947" [1] "X9.neitsyt - X18.painoind: -0.511628" [1] "X10.rasitus - X18.painoind: 0.452043" [1] "X11.gonratio - X12.uusrasvaratio: 0.701713" [1] "X15.hanta - X17.vart: 0.585338" [1] "X15.hanta - X18.painoind: 0.622890" [1] "X17.vart - X18.painoind: 0.555258" [1] "" [1] "Method: spearman" [1] "---------------------------------------------" [1] "X1.vaika - X13.batratio: 0.431127" [1] "X2.paino - X7.thymusratio: -0.652295" [1] "X2.paino - X9.neitsyt: -0.620144" [1] "X2.paino - X10.rasitus: 0.558903" [1] "X2.paino - X15.hanta: 0.825739" [1] "X2.paino - X17.vart: 0.838653" [1] "X2.paino - X18.painoind: 0.977993" [1] "X6.sydanratio - X10.rasitus: -0.403958" [1] "X6.sydanratio - X18.painoind: -0.412165" [1] "X7.thymusratio - X9.neitsyt: 0.532280" [1] "X7.thymusratio - X10.rasitus: -0.406026" [1] "X7.thymusratio - X15.hanta: -0.577959" [1] "X7.thymusratio - X17.vart: -0.604705" [1] "X7.thymusratio - X18.painoind: -0.628491" [1] "X9.neitsyt - X10.rasitus: -0.760027" [1] "X9.neitsyt - X15.hanta: -0.559221" [1] "X9.neitsyt - X17.vart: -0.541990" [1] "X9.neitsyt - X18.painoind: -0.625139" [1] "X10.rasitus - X15.hanta: 0.464712" [1] "X10.rasitus - X17.vart: 0.443642" [1] "X10.rasitus - X18.painoind: 0.572761" [1] "X11.gonratio - X12.uusrasvaratio: 0.811415" [1] "X15.hanta - X17.vart: 0.741243" [1] "X15.hanta - X18.painoind: 0.796359" [1] "X17.vart - X18.painoind: 0.720242" poikkeavuudet: [1] "X4.maksaratio - X5.pernaratio" [1] " pearson: 0.544861" [1] " kendall: 0.178944" [1] " spearman: 0.261405" [1] "X4.maksaratio - X6.sydanratio" [1] " pearson: 0.438972" [1] " kendall: -0.070826" [1] " spearman: -0.103988" [1] "X4.maksaratio - X8.umpisratio" [1] " pearson: 0.583693" [1] " kendall: 0.176357" [1] " spearman: 0.251261" [1] "X5.pernaratio - X6.sydanratio" [1] " pearson: 0.413823" [1] " kendall: 0.060604" [1] " spearman: 0.082895" [1] "X6.sydanratio - X8.umpisratio" [1] " pearson: 0.365682" [1] " kendall: 0.026679" [1] " spearman: 0.039949" samankaltaisuudet: > c_by_method[['pearson']][mse < 0.004 * max(mse)] #Pearsonin korrelaatiokertoimet niiden muuttujaparien osalta, joissa eri korrelaatiokerrointyypit eivät liiemmin poikkea toisistaan. [1] 1.000000000 -0.054850322 0.023685166 0.265659365 -0.145417144 0.162898471 [7] 0.003797779 -0.075237650 -0.054850322 1.000000000 -0.006087124 1.000000000 [13] 0.105056526 -0.042104693 1.000000000 -0.107813033 0.053916229 0.082301968 [19] 0.004186576 0.023685166 1.000000000 -0.126852705 1.000000000 1.000000000 [25] -0.051479466 1.000000000 -0.081114132 0.265659365 -0.107813033 1.000000000 [31] -0.016616646 0.087808834 0.052251551 -0.145417144 1.000000000 0.047357631 [37] -0.075434687 -0.023343412 1.000000000 -0.016616646 0.047357631 1.000000000 [43] -0.051309978 0.034490353 1.000000000 -0.058349487 -0.032488310 0.009027809 [49] 0.162898471 -0.006087124 0.105056526 -0.126852705 -0.051479466 -0.081114132 [55] 0.087808834 -0.075434687 -0.051309978 -0.058349487 1.000000000 -0.011444231 [61] 0.086977567 -0.036881555 -0.264948964 0.053916229 -0.011444231 1.000000000 [67] -0.042104693 0.082301968 0.052251551 -0.023343412 0.034490353 -0.032488310 [73] 1.000000000 -0.002825088 0.003797779 0.004186576 0.086977567 1.000000000 [79] -0.075237650 -0.036881555 -0.002825088 1.000000000 0.009027809 -0.264948964 [85] 1.000000000