Run
519050

Run 519050

Task 9975 (Supervised Classification) lsvt Uploaded 04-02-2016 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
0.7798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5987
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.2933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1667
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4453
Cross-validation details (10-fold Crossvalidation)
Number of instances
126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9209
Cross-validation details (10-fold Crossvalidation)
Recall
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.866
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.38
UserCPU time millis testing
1.351
UserCPU time millis training
8.029