Run
1835122

Run 1835122

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)_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
0.8604
Per class
Confusion matrix
F measure
0.8747
Per class
Kappa
0.7336
KB relative information score
751988
Mean absolute error
0.124
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8759
Per class
Predictive accuracy
0.876
Prior entropy
1
Recall
0.876
Per class
Relative absolute error
0.248
Root mean prior squared error
0.5
Root mean squared error
0.3521
Root relative squared error
0.7043