Run
7932443

Run 7932443

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)_minsplit2
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket16
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0072425780859174
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
0.7258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
180.3795
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3402
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
0.7086
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9436
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.099
UserCPU time millis testing
0.217
UserCPU time millis training
0.882