Run
507712

Run 507712

Task 9901 (Supervised Classification) acute-inflammations 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
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9245
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8496
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.9922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.075
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2739
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5478
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.249
UserCPU time millis testing
0.058
UserCPU time millis training
0.191