Run
7932458

Run 7932458

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)_minsplit8
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket1
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00576778686269333
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
0.7002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
208.9564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3254
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
0.7084
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7744
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.464
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0126
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.291
UserCPU time millis testing
0.225
UserCPU time millis training
1.066