Run
1841734

Run 1841734

Task 125970 (Supervised Classification) SpeedDating Uploaded 01-12-2016 by John Doe
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Flow

mlr.classif.rpart.preproc(17)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(17)_xval0
mlr.classif.rpart.preproc(17)_openml.seed1
mlr.classif.rpart.preproc(17)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(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
0.6093
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2745
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2473.2617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.159
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
0.8132
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.075
Cross-validation details (10-fold Crossvalidation)