Run
7933400

Run 7933400

Task 3918 (Supervised Classification) pc1 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)_minbucket8
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0371289154924234
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
0.5275
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.121
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.927
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9313
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2533
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9964
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.672
UserCPU time millis testing
0.072
UserCPU time millis training
0.6