Run
1841745

Run 1841745

Task 125968 (Supervised Classification) SpeedDating Uploaded 01-12-2016 by John Doe
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.weightedclasses.classif.rpart.preproc(2)Learner mlr.weightedclasses.classif.rpart.preproc from package(s) rpart.
mlr.weightedclasses.classif.rpart.preproc(2)_wcw.weight0.02
mlr.weightedclasses.classif.rpart.preproc(2)_xval0
mlr.weightedclasses.classif.rpart.preproc(2)_openml.seed1
mlr.weightedclasses.classif.rpart.preproc(2)_openml.kindMersenne-Twister
mlr.weightedclasses.classif.rpart.preproc(2)_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
0.6663
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
1.748
Cross-validation details (10-fold Crossvalidation)
F measure
0.6032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8316.6166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4496
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
0.8254
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5504
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.5504
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6337
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6705
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.8078
Cross-validation details (10-fold Crossvalidation)
Total cost
14645
Cross-validation details (10-fold Crossvalidation)