Run
8894798

Run 8894798

Task 3780 (Supervised Classification) fri_c1_1000_25 Uploaded 28-03-2018 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
0.7082
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2831
Cross-validation details (10-fold Crossvalidation)
KB relative information score
184.2131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4134
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6454
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.647
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.647
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8339
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.941
Cross-validation details (10-fold Crossvalidation)