Run
516245

Run 516245

Task 3645 (Supervised Classification) fri_c1_500_25 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
0.6391
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6414
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.6059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.358
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6413
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1994
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.193
UserCPU time millis testing
0.032
UserCPU time millis training
0.161