Run
523241

Run 523241

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 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
0.51
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5972
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5559.9142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2928
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.7072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1854
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.071
UserCPU time millis testing
0.175
UserCPU time millis training
4.896