Run
519958

Run 519958

Task 3702 (Supervised Classification) fri_c1_1000_50 Uploaded 05-02-2016 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
0.6515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6564
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
307.2084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.342
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5848
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1748
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.975
UserCPU time millis testing
0.018
UserCPU time millis training
3.957