Run
523221

Run 523221

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(3)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(3)_s0.01
classif.glmnet(3)_seed1
classif.glmnet(3)_kindMersenne-Twister
classif.glmnet(3)_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
0.7295
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11727.9476
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1879
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4509
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4335
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9497
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
28.785
UserCPU time millis testing
0.136
UserCPU time millis training
28.649