Run
516457

Run 516457

Task 3789 (Supervised Classification) fri_c0_500_25 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.plsdaCaret(5)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(5)_seed1
classif.plsdaCaret(5)_kindMersenne-Twister
classif.plsdaCaret(5)_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
0.7956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5916
Cross-validation details (10-fold Crossvalidation)
KB relative information score
295.882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.204
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.796
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.796
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9035
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.198
UserCPU time millis testing
0.034
UserCPU time millis training
0.164