OpenML
7935294

Run 7935294

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit8
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket8
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00217046281070246
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
290.9885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2289
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8079
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7611
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.427
UserCPU time millis testing
0.1
UserCPU time millis training
0.327