Run
1815548

Run 1815548

Task 9978 (Supervised Classification) ozone-level-8hr Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.svm.preproc.preproc.tuned(71)Learner mlr.classif.svm.preproc.preproc.tuned from package(s) e1071.
mlr.classif.svm.preproc.preproc.tuned(71)_openml.seed1
mlr.classif.svm.preproc.preproc.tuned(71)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc.tuned(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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
697.7086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0604
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9396
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9396
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5091
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0103
Cross-validation details (10-fold Crossvalidation)