Run
7935498

Run 7935498

Task 3896 (Supervised Classification) ada_agnostic 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)_minsplit32
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket1
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00207415627061548
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
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5538
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1875.2918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2167
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8461
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8461
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3389
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7847
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.785
UserCPU time millis testing
0.098
UserCPU time millis training
2.687