Run
1841720

Run 1841720

Task 125969 (Supervised Classification) SpeedDating Uploaded 01-12-2016 by John Doe
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Flow

mlr.classif.rpart.bagged.preproc(1)Learner mlr.classif.rpart.bagged.preproc from package(s) rpart.
mlr.classif.rpart.bagged.preproc(1)_bw.iters5
mlr.classif.rpart.bagged.preproc(1)_bw.size0.8
mlr.classif.rpart.bagged.preproc(1)_bw.feats0.75
mlr.classif.rpart.bagged.preproc(1)_xval0
mlr.classif.rpart.bagged.preproc(1)_openml.seed1
mlr.classif.rpart.bagged.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged.preproc(1)_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
0.6008
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2755
Cross-validation details (10-fold Crossvalidation)
F measure
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2725
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2880.9286
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.148
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
0.8285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.852
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3847
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0372
Cross-validation details (10-fold Crossvalidation)
Total cost
2308
Cross-validation details (10-fold Crossvalidation)