Run
519926

Run 519926

Task 3671 (Supervised Classification) fri_c3_1000_50 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
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3474
Cross-validation details (10-fold Crossvalidation)
KB relative information score
350.7291
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.319
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6792
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1365
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
57.923
UserCPU time millis testing
0.167
UserCPU time millis training
57.756