Run
522599

Run 522599

Task 3954 (Supervised Classification) MagicTelescope Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.lqa(6)Learner classif.lqa from package(s) lqa.
classif.lqa(6)_penaltylasso
classif.lqa(6)_lambda0.1
classif.lqa(6)_seed1
classif.lqa(6)_kindMersenne-Twister
classif.lqa(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
0.7451
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7836
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9940.992
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2094
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.7906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9583
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
47.184
UserCPU time millis testing
0.03
UserCPU time millis training
47.154