Run
513843

Run 513843

Task 3495 (Supervised Classification) SPECT 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
0.7013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.9808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1536
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3284
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8464
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.8464
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9689
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.477
UserCPU time millis testing
0.496
UserCPU time millis training
0.981