Run
538635

Run 538635

Task 3731 (Supervised Classification) visualizing_livestock 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.trees7607
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.000157
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
0.52
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.0854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1846
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3135
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8154
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5888
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4297
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0901
Cross-validation details (10-fold Crossvalidation)