Run
519888

Run 519888

Task 3671 (Supervised Classification) fri_c3_1000_50 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(4)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(4)_familyBinomial
classif.blackboost(4)_seed1
classif.blackboost(4)_kindMersenne-Twister
classif.blackboost(4)_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
0.8024
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5954
Cross-validation details (10-fold Crossvalidation)
KB relative information score
586.8148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8062
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9066
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.719
UserCPU time millis testing
0.271
UserCPU time millis training
5.448