Run
1848920

Run 1848920

Task 9978 (Supervised Classification) ozone-level-8hr Uploaded 03-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(71)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(71)_openml.seed1
mlr.classif.C50.preproc(71)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(71)_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
0.7214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2997
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-149.2663
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0912
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
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7691
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.238
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9784
Cross-validation details (10-fold Crossvalidation)