Run
1841735

Run 1841735

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

mlr.classif.rpart.bagged.preproc(2)Learner mlr.classif.rpart.bagged.preproc from package(s) rpart.
mlr.classif.rpart.bagged.preproc(2)_bw.size0.8
mlr.classif.rpart.bagged.preproc(2)_bw.feats0.75
mlr.classif.rpart.bagged.preproc(2)_xval0
mlr.classif.rpart.bagged.preproc(2)_openml.seed1
mlr.classif.rpart.bagged.preproc(2)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged.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
0.6034
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3027.1569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1441
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
0.8366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5235
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3796
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0233
Cross-validation details (10-fold Crossvalidation)