Run
508043

Run 508043

Task 10095 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_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
0.6085
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.8052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.3585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.774
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2444
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.513
UserCPU time millis testing
0.045
UserCPU time millis training
0.468