Run
543378

Run 543378

Task 9940 (Supervised Classification) vertebra-column Uploaded 24-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees4485
classif.gbm(6)_interaction.depth5
classif.gbm(6)_shrinkage0.0049
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
0.8083
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.7232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.171
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9084
Cross-validation details (10-fold Crossvalidation)
Recall
0.829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8845
Cross-validation details (10-fold Crossvalidation)