Run
571396

Run 571396

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)_w10000
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
0.5825
Per class
Confusion matrix
F measure
0.5948
Per class
Kappa
0.1904
KB relative information score
330072
Mean absolute error
0.335
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7158
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