Run
1835103

Run 1835103

Task 125958 (Supervised Data Stream Classification) BNG(spambase) 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
0.5795
Per class
Confusion matrix
F measure
0.5958
Per class
Kappa
0.1815
KB relative information score
314950
Mean absolute error
0.3425
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6783
Per class
Predictive accuracy
0.6575
Prior entropy
1
Recall
0.6575
Per class
Relative absolute error
0.6851
Root mean prior squared error
0.5
Root mean squared error
0.5853
Root relative squared error
1.1705