Run
512567

Run 512567

Task 3778 (Supervised Classification) plasma_retinol 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.glmboost(2)Learner classif.glmboost from package(s) mboost.
classif.glmboost(2)_familyBinomial
classif.glmboost(2)_mmstop
classif.glmboost(2)_seed1
classif.glmboost(2)_kindMersenne-Twister
classif.glmboost(2)_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
0.5655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1387
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6032
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.6032
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6299
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2754
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.995
UserCPU time millis testing
0.064
UserCPU time millis training
0.931