Run
545862

Run 545862

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9465
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8814
Cross-validation details (10-fold Crossvalidation)
KB relative information score
115.7304
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.053
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4548
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4833
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.852
UserCPU time millis testing
0.093
UserCPU time millis training
0.759