Run
571044

Run 571044

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)_w1000
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
0.5821
Per class
Confusion matrix
F measure
0.5946
Per class
Kappa
0.1893
KB relative information score
328766
Mean absolute error
0.3356
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7128
Per class
Predictive accuracy
0.6644
Prior entropy
1
Recall
0.6644
Per class
Relative absolute error
0.6712
Root mean prior squared error
0.5
Root mean squared error
0.5793
Root relative squared error
1.1586