Run
538458

Run 538458

Task 3691 (Supervised Classification) sensory Uploaded 21-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees172
classif.gbm(6)_interaction.depth3
classif.gbm(6)_shrinkage0.0211
classif.gbm(6)_seed1
classif.gbm(6)_kindMersenne-Twister
classif.gbm(6)_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
0.6793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6973
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
223.4585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2934
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7066
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.7066
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0994
Cross-validation details (10-fold Crossvalidation)