Run
538373

Run 538373

Task 9926 (Supervised Classification) volcanoes-a4 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.trees2997
classif.gbm(6)_interaction.depth2
classif.gbm(6)_shrinkage0.000125
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
0.6374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
395.6466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0375
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0751
Cross-validation details (10-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6736
Cross-validation details (10-fold Crossvalidation)
Recall
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0047
Cross-validation details (10-fold Crossvalidation)