Run
513654

Run 513654

Task 3678 (Supervised Classification) fri_c3_1000_5 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
0.6218
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2472
Cross-validation details (10-fold Crossvalidation)
KB relative information score
253.0179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.365
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6313
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7418
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.218
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.257
UserCPU time millis testing
0.046
UserCPU time millis training
0.211