Run
512408

Run 512408

Task 9894 (Supervised Classification) heart-h Uploaded 28-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6239
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3181
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.898
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1333
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5954
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0952
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.009
UserCPU time millis testing
0.545
UserCPU time millis training
1.464