Run
508813

Run 508813

Task 3539 (Supervised Classification) prnn_crabs 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
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.99
Cross-validation details (10-fold Crossvalidation)
KB relative information score
198
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.995
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.01
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1414
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.677
UserCPU time millis testing
0.241
UserCPU time millis training
0.436