Run
521648

Run 521648

Task 3839 (Supervised Classification) JapaneseVowels 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
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9461
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9309.7507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3263
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
85.181
UserCPU time millis testing
0.796
UserCPU time millis training
84.385