Run
543812

Run 543812

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 28-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(1)_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
0.9722
Per class
Confusion matrix
F measure
0.9075
Per class
Kappa
0.8986
KB relative information score
886006.2785
Mean absolute error
0.02
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9144
Per class
Predictive accuracy
0.9074
Prior entropy
4.2479
Recall
0.9074
Per class
Relative absolute error
0.2004
Root mean prior squared error
0.2233
Root mean squared error
0.0956
Root relative squared error
0.4281