Run
571328

Run 571328

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.5771
Per class
Confusion matrix
F measure
0.5948
Per class
Kappa
0.175
KB relative information score
305948
Mean absolute error
0.347
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6635
Per class
Predictive accuracy
0.653
Prior entropy
1
Recall
0.653
Per class
Relative absolute error
0.6941
Root mean prior squared error
0.5
Root mean squared error
0.5891
Root relative squared error
1.1782