Run
8872163

Run 8872163

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 03-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.729
Cross-validation details (10-fold Crossvalidation)
KB relative information score
258.2104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0758
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9432
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3367
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6396
Cross-validation details (10-fold Crossvalidation)