Run
514513

Run 514513

Task 3691 (Supervised Classification) sensory Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(2)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(2)_familyBinomial
classif.blackboost(2)_seed1
classif.blackboost(2)_kindMersenne-Twister
classif.blackboost(2)_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
0.5972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6146
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2056
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.9514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3646
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6274
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6354
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.6354
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2255
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.317
UserCPU time millis testing
0.33
UserCPU time millis training
2.987