OpenML
7935240

Run 7935240

Task 3492 (Supervised Classification) monks-problems-1 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)_minsplit4
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket4
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00547207261696654
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
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8022
Cross-validation details (10-fold Crossvalidation)
KB relative information score
472.3106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0731
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9011
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9011
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4128
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.41
UserCPU time millis testing
0.099
UserCPU time millis training
0.311