Run
8869850

Run 8869850

Task 9978 (Supervised Classification) ozone-level-8hr Uploaded 02-03-2018 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(47)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(47)_xval0
mlr.classif.rpart(47)_openml.seed1
mlr.classif.rpart(47)_openml.kindMersenne-Twister
mlr.classif.rpart(47)_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
0.6001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2469
Cross-validation details (10-fold Crossvalidation)
KB relative information score
339.5998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0722
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
0.9132
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6089
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2687
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1049
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.79
UserCPU time millis testing
0.11
UserCPU time millis training
0.68