Run
8893196

Run 8893196

Task 146241 (Supervised Classification) pima 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
0.8013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
259.5631
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3064
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6741
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8667
Cross-validation details (10-fold Crossvalidation)