draft: Leave One Type Out

[PimMeulensteen]

Train on one type, test on the same type (cross validation)

data.filter.steps.filter_one_type.condition.value,cllr,cllr_min
125b,0.6454154514534165,0.5872597740831744
2031,0.0816071163170672,0.061979775947898316
85b3,0.10178143868215432,0.05757808490795775
fc09,0.8358556567597146,0.7631545478952838
fcc2,0.6485914619014429,0.41802348844608106

train on all types, test on one type (cross validation)

Type1,cllr,cllr_min
125b,0.6525736302187768,0.5864697874633629
2031,0.16419507449707388,0.04453301004294561
85b3,0.1837872662433961,0.0652910150078647
fc09,1.1936812040363611,0.8567070422147723
fcc2,0.47245192531489,0.41802348844608106

Train without one type, test on the one type (leave one out)

Type1,cllr,cllr_min
125b,0.6581800594872733,0.589684556669721
2031,0.1937614754516671,0.05374491215524499
85b3,0.21180722055691004,0.0655017567019413
fc09,1.3795516889781954,0.8721742178928668
fcc2,0.4686337241743834,0.399103040800073