Run
1835124

Run 1835124

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.9329
Per class
Confusion matrix
F measure
0.9413
Per class
Kappa
0.8712
KB relative information score
883068
Mean absolute error
0.0585
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9413
Per class
Predictive accuracy
0.9415
Prior entropy
1
Recall
0.9415
Per class
Relative absolute error
0.1169
Root mean prior squared error
0.5
Root mean squared error
0.2418
Root relative squared error
0.4836