Run
515812

Run 515812

Task 57 (Supervised Classification) ionosphere 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
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
245.1237
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1339
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8736
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3659
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7628
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.177
UserCPU time millis testing
0.028
UserCPU time millis training
0.149