Run
8888365

Run 8888365

Task 145802 (Supervised Classification) sonar Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using 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
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.3358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3142
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6779
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.6779
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.058
Cross-validation details (10-fold Crossvalidation)