Run
542484

Run 542484

Task 3842 (Supervised Classification) waveform-5000 Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees6623
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage4.96e-05
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
0.5269
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1043.2901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.6616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5817
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2294
Cross-validation details (10-fold Crossvalidation)