Run
514053

Run 514053

Task 3905 (Supervised Classification) mc2 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
0.5581
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.5668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2919
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7081
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7081
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1554
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.181
UserCPU time millis testing
0.031
UserCPU time millis training
0.15