Run
1825556

Run 1825556

Task 3918 (Supervised Classification) pc1 Uploaded 21-09-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.rpart.preproc(16)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(16)_minsplit32
mlr.classif.rpart.preproc(16)_minbucket8
mlr.classif.rpart.preproc(16)_cp0.000129168164173733
mlr.classif.rpart.preproc(16)_xval0
mlr.classif.rpart.preproc(16)_openml.seed1
mlr.classif.rpart.preproc(16)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(16)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8003
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-278.1792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1062
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
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9188
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9188
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8177
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9533
Cross-validation details (10-fold Crossvalidation)