Run
538350

Run 538350

Task 3578 (Supervised Classification) diggle_table_a2 Uploaded 18-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees2475
classif.gbm(6)_shrinkage0.0517
classif.gbm(6)_seed1
classif.gbm(6)_kindMersenne-Twister
classif.gbm(6)_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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9963
Cross-validation details (10-fold Crossvalidation)
KB relative information score
308.7024
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0007
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1961
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1238
Cross-validation details (10-fold Crossvalidation)
Recall
0.9968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0037
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0855
Cross-validation details (10-fold Crossvalidation)