Run
511476

Run 511476

Task 11 (Supervised Classification) balance-scale 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
0.8724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
427.4403
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0917
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2416
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6953
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.551
UserCPU time millis testing
0.474
UserCPU time millis training
1.077