Run
505203

Run 505203

Task 3540 (Supervised Classification) analcatdata_boxing1 Uploaded 11-01-2016 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
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.9015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2121
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4557
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9362
Cross-validation details (10-fold Crossvalidation)
Recall
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4653
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7221
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.386
UserCPU time millis testing
0.131
UserCPU time millis training
0.255