Run
1831429

Run 1831429

Task 3749 (Supervised Classification) no2 Uploaded 06-10-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(17)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(17)_xval0
mlr.classif.rpart(17)_openml.seed1
mlr.classif.rpart(17)_openml.kindMersenne-Twister
mlr.classif.rpart(17)_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.

17 Evaluation measures

Area under ROC curve
0.6332
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.3782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4333
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6263
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0069
Cross-validation details (10-fold Crossvalidation)