Run
1834975

Run 1834975

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.8257
Per class
Confusion matrix
F measure
0.8415
Per class
Kappa
0.6631
KB relative information score
686358
Mean absolute error
0.1568
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8423
Per class
Predictive accuracy
0.8432
Prior entropy
1
Recall
0.8432
Per class
Relative absolute error
0.3136
Root mean prior squared error
0.5
Root mean squared error
0.396
Root relative squared error
0.792