Run
8884341

Run 8884341

Task 3803 (Supervised Classification) water-treatment Uploaded 12-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-IBk5(1)A Weka KnowledgeFlow using AdaBoostM1-IBk5.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
0.5368
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7605
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-195.7729
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2661
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2584
Cross-validation details (10-fold Crossvalidation)
Number of instances
527
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7454
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6176
Cross-validation details (10-fold Crossvalidation)
Recall
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1369
Cross-validation details (10-fold Crossvalidation)