Run
526022

Run 526022

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 19-02-2016 by Joaquin Vanschoren
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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,trees.HoeffdingTree
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
0.5773
Per class
Confusion matrix
F measure
0.595
Per class
Kappa
0.1755
KB relative information score
306364
Mean absolute error
0.3468
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6639
Per class
Predictive accuracy
0.6532
Prior entropy
1
Recall
0.6532
Per class
Relative absolute error
0.6936
Root mean prior squared error
0.5
Root mean squared error
0.5889
Root relative squared error
1.1778