Run
522020

Run 522020

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 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
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8139
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6121
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12622.8358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1845
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3824
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4295
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8746
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.277
UserCPU time millis testing
0.014
UserCPU time millis training
2.263