Run
520730

Run 520730

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

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.9793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2048.2349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0075
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
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0868
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2477
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.867
UserCPU time millis testing
0.154
UserCPU time millis training
25.713