Run
521196

Run 521196

Task 3601 (Supervised Classification) cpu_small Uploaded 06-02-2016 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
0.8988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6546.2571
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0791
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1875
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2813
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6124
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43.334
UserCPU time millis testing
0.618
UserCPU time millis training
42.716