Run
1835045

Run 1835045

Task 125963 (Supervised Data Stream Classification) BNG(anneal) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.8442
Per class
Confusion matrix
F measure
0.8854
Per class
Kappa
0.7063
KB relative information score
873700.247
Mean absolute error
0.0382
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8881
Per class
Predictive accuracy
0.8854
Prior entropy
2.585
Recall
0.8854
Per class
Relative absolute error
0.1376
Root mean prior squared error
0.3727
Root mean squared error
0.1955
Root relative squared error
0.5245