Run
8866479

Run 8866479

Task 146198 (Supervised Classification) ecoli Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.3337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0852
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2857
Cross-validation details (10-fold Crossvalidation)
Number of instances
327
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8918
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0357
Cross-validation details (10-fold Crossvalidation)
Recall
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3776
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1998
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5292
Cross-validation details (10-fold Crossvalidation)