Run
8858897

Run 8858897

Task 38 (Supervised Classification) ecoli Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8009
Cross-validation details (10-fold Crossvalidation)
KB relative information score
206.7121
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0905
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
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4952
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5909
Cross-validation details (10-fold Crossvalidation)