Run
511297

Run 511297

Task 3685 (Supervised Classification) chatfield_4 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
0.9042
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
185.9003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0979
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4784
Cross-validation details (10-fold Crossvalidation)
Number of instances
235
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9021
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9689
Cross-validation details (10-fold Crossvalidation)
Recall
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.489
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6398
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.674
UserCPU time millis testing
0.222
UserCPU time millis training
1.452