Run
8893099

Run 8893099

Task 145977 (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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
185.6635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1054
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
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8363
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8363
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5769
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1978
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6558
Cross-validation details (10-fold Crossvalidation)
Total cost