Run
1835655

Run 1835655

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1000
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.901
Per class
Confusion matrix
F measure
0.8212
Per class
Kappa
0.8019
KB relative information score
813560.2631
Mean absolute error
0.0357
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8213
Per class
Predictive accuracy
0.8217
Prior entropy
3.3219
Recall
0.8217
Per class
Relative absolute error
0.1981
Root mean prior squared error
0.3
Root mean squared error
0.1888
Root relative squared error
0.6294