Run
569594

Run 569594

Task 9979 (Supervised Classification) cardiotocography Uploaded 30-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_NaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_NaiveBayes(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2086.3355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0033
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1679
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9831
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.183
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.0259
UserCPU time millis
270
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
100
Cross-validation details (10-fold Crossvalidation)