Run
538592

Run 538592

Task 9978 (Supervised Classification) ozone-level-8hr Uploaded 21-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees5316
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.00446
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
0.6412
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
852.889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0552
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4658
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9664
Cross-validation details (10-fold Crossvalidation)