Run
7932463

Run 7932463

Task 31 (Supervised Classification) credit-g 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)_minsplit128
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket1
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000165401969357177
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
0.7062
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7104
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2964
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.4366
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3533
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8409
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9507
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.239
UserCPU time millis testing
0.219
UserCPU time millis training
1.02