Run
542742

Run 542742

Task 3574 (Supervised Classification) rmftsa_sleepdata 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.trees6318
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.00197
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
0.6302
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4491
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
322.7852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2451
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4385
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.5098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4951
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1812
Cross-validation details (10-fold Crossvalidation)