Run
8871939

Run 8871939

Task 3746 (Supervised Classification) pollution Uploaded 03-03-2018 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
0.8309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.4934
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3048
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4995
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9992
Cross-validation details (10-fold Crossvalidation)
Recall
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6102
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8116
Cross-validation details (10-fold Crossvalidation)