Run
540386

Run 540386

Task 3484 (Supervised Classification) oil_spill Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees764
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.0368
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
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9645
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
386.7386
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0331
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1819
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8892
Cross-validation details (10-fold Crossvalidation)