Run
8869447

Run 8869447

Task 145975 (Supervised Classification) segment Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.9724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
794.3564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9082
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9082
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8662
Cross-validation details (10-fold Crossvalidation)