Run
8893155

Run 8893155

Task 146198 (Supervised Classification) ecoli Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7977
Cross-validation details (10-fold Crossvalidation)
KB relative information score
218.9576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.122
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
0.8568
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0357
Cross-validation details (10-fold Crossvalidation)
Recall
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4273
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3776
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5876
Cross-validation details (10-fold Crossvalidation)