Run
9190173

Run 9190173

Task 3731 (Supervised Classification) visualizing_livestock Uploaded 18-04-2018 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
0.8248 ± 0.1358
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7729 ± 0.0625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1975 ± 0.2087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.7957 ± 3.6483
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2421 ± 0.0436
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3135 ± 0.0246
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7692 ± 0.1148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8077 ± 0.0748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8077 ± 0.0748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7722 ± 0.1655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941 ± 0.0313
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3347 ± 0.0531
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8492 ± 0.1501
Cross-validation details (10-fold Crossvalidation)