Run
543466

Run 543466

Task 3526 (Supervised Classification) re0.wc Uploaded 24-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees3207
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.00011
classif.gbm(7)_seed1
classif.gbm(7)_kindMersenne-Twister
classif.gbm(7)_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.

17 Evaluation measures

Area under ROC curve
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
965.3088
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0367
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1176
Cross-validation details (10-fold Crossvalidation)
Number of instances
1504
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.6539
Cross-validation details (10-fold Crossvalidation)
Recall
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3123
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2422
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7911
Cross-validation details (10-fold Crossvalidation)
Total cost