Run
543015

Run 543015

Task 9904 (Supervised Classification) autoUniv-au6-750 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.trees4971
classif.gbm(7)_shrinkage0.0366
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
0.5139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.17
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.5794
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.206
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1663
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.176
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8958
Cross-validation details (10-fold Crossvalidation)
Recall
0.176
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4539
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3885
Cross-validation details (10-fold Crossvalidation)