OpenML
7936508

Run 7936508

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)_minsplit4
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket1
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000322822969086345
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
0.6136
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-592.021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1023
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
0.9067
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8627
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2918
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.38
UserCPU time millis testing
0.165
UserCPU time millis training
3.215