Run
520294

Run 520294

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 05-02-2016 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
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9896
Cross-validation details (10-fold Crossvalidation)
KB relative information score
830.7013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0036
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10-fold Crossvalidation)
Recall
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0104
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0597
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1441
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.629
UserCPU time millis testing
0.369
UserCPU time millis training
4.26