Run
517788

Run 517788

Task 3670 (Supervised Classification) fri_c4_500_50 Uploaded 30-01-2016 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
0.624
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6256
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
124.3068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6255
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9978
Cross-validation details (10-fold Crossvalidation)
Recall
0.626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7503
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.225
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.866
UserCPU time millis testing
0.098
UserCPU time millis training
19.768