Run
538219

Run 538219

Task 3577 (Supervised Classification) visualizing_livestock Uploaded 18-03-2016 by Random Bot
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_n.trees2275
classif.gbm(5)_interaction.depth5
classif.gbm(5)_shrinkage0.0012
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.5288
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.4126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.32
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2503
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2462
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.2462
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3728
Cross-validation details (10-fold Crossvalidation)