Run
509400

Run 509400

Task 9939 (Supervised Classification) vertebra-column Uploaded 27-01-2016 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
0.9007
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7772
Cross-validation details (10-fold Crossvalidation)
KB relative information score
240.1957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0925
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4165
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4562
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6666
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.964
UserCPU time millis testing
0.332
UserCPU time millis training
0.632