Run
8894503

Run 8894503

Task 3622 (Supervised Classification) autoPrice 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
0.9905 ± 0.0202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9438 ± 0.0554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8755 ± 0.1249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.9996 ± 2.4801
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0564 ± 0.0577
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4492 ± 0.0099
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9448 ± 0.0518
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9434 ± 0.0559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9264
Cross-validation details (10-fold Crossvalidation)
Recall
0.9434 ± 0.0559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1255 ± 0.1307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4736 ± 0.0104
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2167 ± 0.1447
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4576 ± 0.3103
Cross-validation details (10-fold Crossvalidation)