Run
515250

Run 515250

Task 3617 (Supervised Classification) fri_c4_1000_10 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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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
0.642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
283.2092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.351
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6478
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5925
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1935
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.61
UserCPU time millis testing
0.018
UserCPU time millis training
1.592