Run
511568

Run 511568

Task 3769 (Supervised Classification) chscase_census5 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(1)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(1)_s0.01
classif.glmnet(1)_seed1
classif.glmnet(1)_kindMersenne-Twister
classif.glmnet(1)_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
0.4818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0369
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8.7183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.51
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.49
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.49
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0212
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4292
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.423
UserCPU time millis testing
0.247
UserCPU time millis training
0.176