Run
525725

Run 525725

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 19-02-2016 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,trees.HoeffdingTree
moa.BlastWindowed(1)_g100
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
0.5823
Per class
Confusion matrix
F measure
0.5948
Per class
Kappa
0.19
KB relative information score
329440
Mean absolute error
0.3353
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.714
Per class
Predictive accuracy
0.6647
Prior entropy
1
Recall
0.6647
Per class
Relative absolute error
0.6706
Root mean prior squared error
0.5
Root mean squared error
0.579
Root relative squared error
1.1581