Run
7933387

Run 7933387

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)_minsplit64
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket4
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.005598546043273
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
0.6321
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-44.826
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1152
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
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8867
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2483
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9768
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.805
UserCPU time millis testing
0.061
UserCPU time millis training
0.744