Run
1834932

Run 1834932

Task 2244 (Supervised Data Stream Classification) adult Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.7617
Per class
Confusion matrix
F measure
0.8371
Per class
Kappa
0.5442
KB relative information score
33256
Mean absolute error
0.1596
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8352
Per class
Predictive accuracy
0.8404
Prior entropy
1
Recall
0.8404
Per class
Relative absolute error
0.3191
Root mean prior squared error
0.5
Root mean squared error
0.3994
Root relative squared error
0.7989