OpenML
7933845

Run 7933845

Task 9971 (Supervised Classification) ilpd 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)_minsplit16
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket64
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000116931057016341
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
0.6907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.9828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3569
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6792
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9494
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.34
UserCPU time millis testing
0.053
UserCPU time millis training
0.287