Run
511633

Run 511633

Task 3770 (Supervised Classification) chscase_census4 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
0.4823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0357
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10.5301
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4806
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9994
Cross-validation details (10-fold Crossvalidation)
Recall
0.4875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0259
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4324
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.614
UserCPU time millis testing
0.02
UserCPU time millis training
0.594