Run
540715

Run 540715

Task 9954 (Supervised Classification) one-hundred-plants-margin 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.trees1453
classif.gbm(7)_shrinkage0.00442
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
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5777
Cross-validation details (10-fold Crossvalidation)
KB relative information score
929.54
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0084
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.5819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0914
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9191
Cross-validation details (10-fold Crossvalidation)