Run
1835170

Run 1835170

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)_w10000
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
0.5824
Per class
Confusion matrix
F measure
0.5946
Per class
Kappa
0.1903
KB relative information score
330076
Mean absolute error
0.335
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7163
Per class
Predictive accuracy
0.665
Prior entropy
1
Recall
0.665
Per class
Relative absolute error
0.6699
Root mean prior squared error
0.5
Root mean squared error
0.5788
Root relative squared error
1.1575