Run
542579

Run 542579

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees8220
classif.gbm(6)_interaction.depth5
classif.gbm(6)_shrinkage4.71e-05
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8028
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
127.6793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1347
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7487
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8653
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.8653
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.075
Cross-validation details (10-fold Crossvalidation)