Run
573276

Run 573276

Task 3647 (Supervised Classification) rabe_266 Uploaded 30-05-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.rpart.preproc(5)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(5)_minsplit8
mlr.classif.rpart.preproc(5)_minbucket32
mlr.classif.rpart.preproc(5)_cp0.0847
mlr.classif.rpart.preproc(5)_xval0
mlr.classif.rpart.preproc(5)_openml.seed1
mlr.classif.rpart.preproc(5)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(5)_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.

20 Evaluation measures

Area under ROC curve
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.7666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1904
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6637
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.134
UserCPU time millis testing
0.021
UserCPU time millis training
0.113