Run
1835112

Run 1835112

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10000
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
0.9458
Per class
Confusion matrix
F measure
0.9021
Per class
Kappa
0.8925
KB relative information score
899858.3065
Mean absolute error
0.0104
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9093
Per class
Predictive accuracy
0.9017
Prior entropy
4.2479
Recall
0.9017
Per class
Relative absolute error
0.1038
Root mean prior squared error
0.2233
Root mean squared error
0.1017
Root relative squared error
0.4556