Run
520732

Run 520732

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

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(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.

20 Evaluation measures

Area under ROC curve
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9677
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2045.6399
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0078
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
0.9882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2528
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
84.867
UserCPU time millis testing
7.287
UserCPU time millis training
77.58