Run
571135

Run 571135

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 03-05-2016 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
0.8601
Per class
Confusion matrix
F measure
0.8743
Per class
Kappa
0.7328
KB relative information score
751160
Mean absolute error
0.1244
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8754
Per class
Predictive accuracy
0.8756
Prior entropy
1
Recall
0.8756
Per class
Relative absolute error
0.2488
Root mean prior squared error
0.5
Root mean squared error
0.3527
Root relative squared error
0.7055