Run
507926

Run 507926

Task 9984 (Supervised Classification) fertility 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
0.4943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8188
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0188
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.4022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.13
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2169
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7733
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.87
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5504
Cross-validation details (10-fold Crossvalidation)
Recall
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3606
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1092
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.518
UserCPU time millis testing
0.02
UserCPU time millis training
0.498