Run
515085

Run 515085

Task 3019 (Supervised Classification) Australian Uploaded 28-01-2016 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.lqa(5)Learner classif.lqa from package(s) lqa.
classif.lqa(5)_penaltylasso
classif.lqa(5)_lambda0.1
classif.lqa(5)_seed1
classif.lqa(5)_kindMersenne-Twister
classif.lqa(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
0.8637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
496.6159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1377
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7467
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.673
UserCPU time millis testing
0.023
UserCPU time millis training
0.65