Run
1835133

Run 1835133

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10000
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
0.8788
Per class
Confusion matrix
F measure
0.8796
Per class
Kappa
0.7565
KB relative information score
758986
Mean absolute error
0.1205
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8797
Per class
Predictive accuracy
0.8795
Prior entropy
1
Recall
0.8795
Per class
Relative absolute error
0.241
Root mean prior squared error
0.5
Root mean squared error
0.3471
Root relative squared error
0.6943