Run
543067

Run 543067

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 24-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees533
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage0.000225
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
0.622
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2434
Cross-validation details (10-fold Crossvalidation)
KB relative information score
676.4514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2728
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1993
Cross-validation details (10-fold Crossvalidation)