OpenML
7936649

Run 7936649

Task 9976 (Supervised Classification) madelon Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit4
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket2
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0526841124371489
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.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.

20 Evaluation measures

Area under ROC curve
0.6528
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
348.8603
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4727
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9454
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.724
UserCPU time millis testing
0.919
UserCPU time millis training
18.805