Run
1834966

Run 1834966

Task 174 (Supervised Data Stream Classification) BNG(soybean) 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
0.9398
Per class
Confusion matrix
F measure
0.8913
Per class
Kappa
0.8808
KB relative information score
889035.15
Mean absolute error
0.0115
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8976
Per class
Predictive accuracy
0.891
Prior entropy
4.2479
Recall
0.891
Per class
Relative absolute error
0.115
Root mean prior squared error
0.2233
Root mean squared error
0.1071
Root relative squared error
0.4796