Run
514520

Run 514520

Task 3691 (Supervised Classification) sensory 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
0.6134
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2371
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.4647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3542
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6458
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.6458
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7294
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5951
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2078
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.991
UserCPU time millis testing
0.405
UserCPU time millis training
0.586