Run
509877

Run 509877

Task 3622 (Supervised Classification) autoPrice Uploaded 27-01-2016 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
0.9024
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8271
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.7922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0755
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4492
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9245
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9264
Cross-validation details (10-fold Crossvalidation)
Recall
0.9245
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4736
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5801
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.096
UserCPU time millis testing
0.023
UserCPU time millis training
0.073