Run
8887570

Run 8887570

Task 3618 (Supervised Classification) puma32H 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
0.8214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3213.4425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3206
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7914
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4137
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8274
Cross-validation details (10-fold Crossvalidation)