Run
1834916

Run 1834916

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)_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
0.9455
Per class
Confusion matrix
F measure
0.9014
Per class
Kappa
0.8918
KB relative information score
899277.8399
Mean absolute error
0.0104
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.908
Per class
Predictive accuracy
0.9011
Prior entropy
4.2479
Recall
0.9011
Per class
Relative absolute error
0.1044
Root mean prior squared error
0.2233
Root mean squared error
0.102
Root relative squared error
0.4569