Run
1834921

Run 1834921

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
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
0.9327
Per class
Confusion matrix
F measure
0.9412
Per class
Kappa
0.8708
KB relative information score
882740
Mean absolute error
0.0586
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9412
Per class
Predictive accuracy
0.9414
Prior entropy
1
Recall
0.9414
Per class
Relative absolute error
0.1173
Root mean prior squared error
0.5
Root mean squared error
0.2421
Root relative squared error
0.4843