Run
520452

Run 520452

Task 3884 (Supervised Classification) page-blocks Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(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
0.6341
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2182.1873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0831
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9059
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.9169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9514
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
67.138
UserCPU time millis testing
0.408
UserCPU time millis training
66.73