Run
519142

Run 519142

Task 7559 (Supervised Classification) PizzaCutter3 Uploaded 04-02-2016 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
0.4989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
265.2489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1237
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2144
Cross-validation details (10-fold Crossvalidation)
Number of instances
1043
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8763
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5365
Cross-validation details (10-fold Crossvalidation)
Recall
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.327
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3517
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0754
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.504
UserCPU time millis testing
0.198
UserCPU time millis training
4.306