Run
1841404

Run 1841404

Task 125970 (Supervised Classification) SpeedDating Uploaded 27-11-2016 by Daan Luttik
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Flow

mlr.classif.rpart(25)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(25)_xval0
mlr.classif.rpart(25)_openml.seed1
mlr.classif.rpart(25)_openml.kindMersenne-Twister
mlr.classif.rpart(25)_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
0.6287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3074
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2451.1059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1596
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3995
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.077
Cross-validation details (10-fold Crossvalidation)