Run
514352

Run 514352

Task 3796 (Supervised Classification) fri_c4_250_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
0.616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6195
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2324
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.8717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.38
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6193
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.62
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.62
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2377
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.26
UserCPU time millis testing
0.041
UserCPU time millis training
0.219