OpenML
7933844

Run 7933844

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)_minsplit2
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket32
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000165351388995154
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
0.6787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6722
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1668
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3604
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
0.6642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9764
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.332
UserCPU time millis testing
0.051
UserCPU time millis training
0.281