Run
520193

Run 520193

Task 10100 (Supervised Classification) PieChart4 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
0.6305
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
609.0961
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0967
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4503
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9499
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.597
UserCPU time millis testing
0.247
UserCPU time millis training
7.35