Run
523227

Run 523227

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(6)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(6)_seed1
classif.LiblineaRL1LogReg(6)_kindMersenne-Twister
classif.LiblineaRL1LogReg(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
0.7254
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11490.4177
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.192
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
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.808
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9598
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.703
UserCPU time millis testing
0.024
UserCPU time millis training
1.679