Run
538689

Run 538689

Task 9902 (Supervised Classification) autoUniv-au6-1000 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.trees1557
classif.gbm(7)_shrinkage0.0325
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
0.5338
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
131.0161
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2147
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.21
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9228
Cross-validation details (10-fold Crossvalidation)
Recall
0.21
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3563
Cross-validation details (10-fold Crossvalidation)