Run
545870

Run 545870

Task 42 (Supervised Classification) haberman Uploaded 02-04-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(5)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(5)_openml.seed1
classif.blackboost(5)_openml.kindMersenne-Twister
classif.blackboost(5)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6231
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.9269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2647
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1662
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.811
UserCPU time millis testing
0.086
UserCPU time millis training
0.725