Run
8865848

Run 8865848

Task 145977 (Supervised Classification) ecoli Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8029
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.1009
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1898
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8304
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2952
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9787
Cross-validation details (10-fold Crossvalidation)