Run
8866767

Run 8866767

Task 145844 (Supervised Classification) gas-drift Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.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
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6139
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7641.995
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1405
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2748
Cross-validation details (10-fold Crossvalidation)
Number of instances
13910
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5457
Cross-validation details (10-fold Crossvalidation)
Recall
0.5907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5112
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3707
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9132
Cross-validation details (10-fold Crossvalidation)