Run
519767

Run 519767

Task 3484 (Supervised Classification) oil_spill Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.plsdaCaret(6)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(6)_seed1
classif.plsdaCaret(6)_kindMersenne-Twister
classif.plsdaCaret(6)_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
0.5105
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
179.6406
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0459
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9541
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0473
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.98
UserCPU time millis testing
0.027
UserCPU time millis training
0.953