Run
1835062

Run 1835062

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
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
0.8543
Per class
Confusion matrix
F measure
0.8692
Per class
Kappa
0.7219
KB relative information score
741262
Mean absolute error
0.1294
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8705
Per class
Predictive accuracy
0.8706
Prior entropy
1
Recall
0.8706
Per class
Relative absolute error
0.2587
Root mean prior squared error
0.5
Root mean squared error
0.3597
Root relative squared error
0.7194