Run
1838042

Run 1838042

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_ptrue

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.

18 Evaluation measures

Area under ROC curve
0.8958
Per class
Confusion matrix
F measure
0.8394
Per class
Kappa
0.6825
KB relative information score
61266.9185
Mean absolute error
0.1962
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8579
Per class
Predictive accuracy
0.8413
Prior entropy
1
Recall
0.8413
Per class
Relative absolute error
0.3924
Root mean prior squared error
0.5
Root mean squared error
0.3595
Root relative squared error
0.7191