Run
508282

Run 508282

Task 3742 (Supervised Classification) fri_c4_100_10 Uploaded 27-01-2016 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
0.6387
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.64
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.6292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.36
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.64
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.64
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.64
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7226
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2022
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.362
UserCPU time millis testing
0.011
UserCPU time millis training
0.351