Run
571191

Run 571191

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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)_g1000
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
0.9425
Per class
Confusion matrix
F measure
0.9463
Per class
Kappa
0.8834
KB relative information score
892434
Mean absolute error
0.0538
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9463
Per class
Predictive accuracy
0.9462
Prior entropy
1
Recall
0.9462
Per class
Relative absolute error
0.1076
Root mean prior squared error
0.5
Root mean squared error
0.2319
Root relative squared error
0.4638