Run
8877670

Run 8877670

Task 3616 (Supervised Classification) pm10 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.6324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6059
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.8733
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4136
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6059
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8274
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1115
Cross-validation details (10-fold Crossvalidation)