Run
517319

Run 517319

Task 31 (Supervised Classification) credit-g Uploaded 29-01-2016 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
0.5279
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6169
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.8723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.289
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7017
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1731
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
53.331
UserCPU time millis testing
0.357
UserCPU time millis training
52.974