Run
515211

Run 515211

Task 3606 (Supervised Classification) fri_c3_1000_10 Uploaded 28-01-2016 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
0.6319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6406
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
275.0411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.355
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.645
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.645
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5958
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2003
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.221
UserCPU time millis testing
0.032
UserCPU time millis training
0.189