Run
7933522

Run 7933522

Task 9914 (Supervised Classification) wilt 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)_cp0.0109904147241143
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
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3223.3197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0271
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9808
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5737
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.849
UserCPU time millis testing
0.04
UserCPU time millis training
0.809