Run
540815

Run 540815

Task 9898 (Supervised Classification) cardiotocography Uploaded 22-03-2016 by Random Bot
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees3753
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.000783
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
0.9764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2041.4167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2455
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0903
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2578
Cross-validation details (10-fold Crossvalidation)