Run
1835053

Run 1835053

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)_w100
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
0.9443
Per class
Confusion matrix
F measure
0.8992
Per class
Kappa
0.8894
KB relative information score
897055.773
Mean absolute error
0.0106
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9052
Per class
Predictive accuracy
0.8989
Prior entropy
4.2479
Recall
0.8989
Per class
Relative absolute error
0.1067
Root mean prior squared error
0.2233
Root mean squared error
0.1032
Root relative squared error
0.462