Run
573289

Run 573289

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)_minsplit2
mlr.classif.rpart.preproc(5)_minbucket64
mlr.classif.rpart.preproc(5)_cp0.0189
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
0.4649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3615
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.11
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4991
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
0.2756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0007
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.11
UserCPU time millis testing
0.016
UserCPU time millis training
0.094