Run
514252

Run 514252

Task 3659 (Supervised Classification) fri_c2_250_25 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
0.7219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.4375
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.28
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.72
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.72
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.065
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.28
UserCPU time millis testing
0.11
UserCPU time millis training
18.17