Run
571208

Run 571208

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 03-05-2016 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)_g1000
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_pfalse

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
0.8944
Per class
Confusion matrix
F measure
0.8233
Per class
Kappa
0.7836
KB relative information score
807150.9036
Mean absolute error
0.0583
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.823
Per class
Predictive accuracy
0.825
Prior entropy
2.585
Recall
0.825
Per class
Relative absolute error
0.21
Root mean prior squared error
0.3727
Root mean squared error
0.2415
Root relative squared error
0.6481