Run
517687

Run 517687

Task 3699 (Supervised Classification) fri_c4_250_100 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
0.5841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5911
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1688
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.7242
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.408
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5905
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2868
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
26.236
UserCPU time millis testing
0.159
UserCPU time millis training
26.077