OpenML
7935474

Run 7935474

Task 3485 (Supervised Classification) scene 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)_minbucket4
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000794415470718194
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
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9436
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1767.1331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.069
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9447
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5899
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.837
UserCPU time millis testing
0.573
UserCPU time millis training
20.264