Run
515912

Run 515912

Task 39 (Supervised Classification) sonar 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
0.7688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7694
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111.3687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2308
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4804
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.963
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.233
UserCPU time millis testing
0.042
UserCPU time millis training
0.191