Run
7936496

Run 7936496

Task 9978 (Supervised Classification) ozone-level-8hr 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)_minsplit128
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket4
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00696667623726372
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
0.7117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9109
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1352
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-460.906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1076
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9012
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9946
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.386
UserCPU time millis testing
0.164
UserCPU time millis training
3.222