Run
545867

Run 545867

Task 3673 (Supervised Classification) fri_c0_100_10 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
0.7919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.4116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8989
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.614
UserCPU time millis testing
0.078
UserCPU time millis training
0.536