Run
521974

Run 521974

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

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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
0.6176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
673.8347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0612
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
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5157
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0169
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
36.4
UserCPU time millis testing
0.092
UserCPU time millis training
36.308