Run
543059

Run 543059

Task 3496 (Supervised Classification) SPECTF 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.trees1002
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.000376
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6131
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2722
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5297
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.7278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1722
Cross-validation details (10-fold Crossvalidation)