Run
571478

Run 571478

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 04-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
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
0.8782
Per class
Confusion matrix
F measure
0.7974
Per class
Kappa
0.7509
KB relative information score
778040.3172
Mean absolute error
0.0672
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.797
Per class
Predictive accuracy
0.7985
Prior entropy
2.585
Recall
0.7985
Per class
Relative absolute error
0.2418
Root mean prior squared error
0.3727
Root mean squared error
0.2591
Root relative squared error
0.6953