Run
522021

Run 522021

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.LiblineaRL2LogReg(6)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(6)_seed1
classif.LiblineaRL2LogReg(6)_kindMersenne-Twister
classif.LiblineaRL2LogReg(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
0.7048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.725
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9016.4225
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2675
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
0.731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0531
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.735
UserCPU time millis testing
0.012
UserCPU time millis training
0.723