Run
521968

Run 521968

Task 9978 (Supervised Classification) ozone-level-8hr Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5031
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
626.0868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0627
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
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9373
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.529
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0299
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.801
UserCPU time millis testing
0.212
UserCPU time millis training
4.589