Run
8871127

Run 8871127

Task 145924 (Supervised Classification) cardiotocography Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-Standardize-IBk5.kf

Result files

xml
Description

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

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8886
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1836.7039
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0343
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
0.9596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9605
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9605
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1396
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.146
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4169
Cross-validation details (10-fold Crossvalidation)