Run
571412

Run 571412

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)_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
0.8934
Per class
Confusion matrix
F measure
0.8217
Per class
Kappa
0.7819
KB relative information score
805734.0459
Mean absolute error
0.0588
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8214
Per class
Predictive accuracy
0.8237
Prior entropy
2.585
Recall
0.8237
Per class
Relative absolute error
0.2116
Root mean prior squared error
0.3727
Root mean squared error
0.2424
Root relative squared error
0.6505