Run
523508

Run 523508

Task 3593 (Supervised Classification) 2dplanes Uploaded 10-02-2016 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
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27547.9405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1621
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8379
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8053
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
244.385
UserCPU time millis testing
0.051
UserCPU time millis training
244.334