Run
571119

Run 571119

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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)_g10
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
0.6953
Per class
Confusion matrix
F measure
0.7643
Per class
Kappa
0.4219
KB relative information score
550270
Mean absolute error
0.2249
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7645
Per class
Predictive accuracy
0.7751
Prior entropy
1
Recall
0.7751
Per class
Relative absolute error
0.4497
Root mean prior squared error
0.5
Root mean squared error
0.4742
Root relative squared error
0.9484