Run
571127

Run 571127

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)_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
0.9425
Per class
Confusion matrix
F measure
0.9463
Per class
Kappa
0.8834
KB relative information score
892518
Mean absolute error
0.0537
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9464
Per class
Predictive accuracy
0.9463
Prior entropy
1
Recall
0.9463
Per class
Relative absolute error
0.1075
Root mean prior squared error
0.5
Root mean squared error
0.2318
Root relative squared error
0.4636