Run
516025

Run 516025

Task 3635 (Supervised Classification) fri_c1_250_50 Uploaded 28-01-2016 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
0.6593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6634
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.336
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5797
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1647
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.431
UserCPU time millis testing
0.147
UserCPU time millis training
24.284