Run
520711

Run 520711

Task 9898 (Supervised Classification) cardiotocography Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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.

20 Evaluation measures

Area under ROC curve
0.8224
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7498
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1548.8731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0527
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
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.921
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.921
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2295
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6554
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.444
UserCPU time millis testing
0.055
UserCPU time millis training
4.389