Run
521996

Run 521996

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

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.591
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
649.9607
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.062
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
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0234
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.64
UserCPU time millis testing
0.012
UserCPU time millis training
3.628