Run
8862828

Run 8862828

Task 3874 (Supervised Classification) ecoli Uploaded 27-02-2018 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
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9208
Cross-validation details (10-fold Crossvalidation)
KB relative information score
286.7527
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0783
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.489
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1601
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4944
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3868
Cross-validation details (10-fold Crossvalidation)