Run
511724

Run 511724

Task 3772 (Supervised Classification) chscase_census2 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
0.4912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0176
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6.1312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5075
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.4925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4249
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.225
UserCPU time millis testing
0.128
UserCPU time millis training
0.097