Run
512686

Run 512686

Task 9961 (Supervised Classification) sa-heart 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.blackboost(2)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(2)_familyBinomial
classif.blackboost(2)_seed1
classif.blackboost(2)_kindMersenne-Twister
classif.blackboost(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
0.647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7016
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.3306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2771
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7131
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7229
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7229
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1063
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.994
UserCPU time millis testing
0.248
UserCPU time millis training
1.746