Run
1835297

Run 1835297

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
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
0.911
Per class
Confusion matrix
F measure
0.8399
Per class
Kappa
0.822
KB relative information score
832457.1009
Mean absolute error
0.032
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8402
Per class
Predictive accuracy
0.8398
Prior entropy
3.3219
Recall
0.8398
Per class
Relative absolute error
0.178
Root mean prior squared error
0.3
Root mean squared error
0.179
Root relative squared error
0.5967