Run
517411

Run 517411

Task 3603 (Supervised Classification) space_ga Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.5686
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
418.749
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4326
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5674
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5674
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8652
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6577
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3154
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
78.572
UserCPU time millis testing
0.352
UserCPU time millis training
78.22