Run
1834963

Run 1834963

Task 125958 (Supervised Data Stream Classification) BNG(spambase) Uploaded 25-10-2016 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)_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
0.5818
Per class
Confusion matrix
F measure
0.594
Per class
Kappa
0.1888
KB relative information score
328680
Mean absolute error
0.3357
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7139
Per class
Predictive accuracy
0.6643
Prior entropy
1
Recall
0.6643
Per class
Relative absolute error
0.6713
Root mean prior squared error
0.5
Root mean squared error
0.5794
Root relative squared error
1.1587