Run
1834972

Run 1834972

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.8299
Per class
Confusion matrix
F measure
0.8456
Per class
Kappa
0.6718
KB relative information score
694434
Mean absolute error
0.1528
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8465
Per class
Predictive accuracy
0.8472
Prior entropy
1
Recall
0.8472
Per class
Relative absolute error
0.3056
Root mean prior squared error
0.5
Root mean squared error
0.3909
Root relative squared error
0.7817