Run
1818015

Run 1818015

Task 3560 (Supervised Classification) analcatdata_dmft Uploaded 20-09-2016 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)_minsplit16
mlr.classif.rpart.preproc(16)_minbucket32
mlr.classif.rpart.preproc(16)_cp0.0127669211016316
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
0.5315
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.3453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2753
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.192
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.192
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0038
Cross-validation details (10-fold Crossvalidation)