Run
514336

Run 514336

Task 3796 (Supervised Classification) fri_c4_250_25 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
0.6006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2013
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.7831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.396
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2635
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.856
UserCPU time millis testing
0.024
UserCPU time millis training
0.832