Run
1835130

Run 1835130

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) 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
0.531
Per class
Confusion matrix
F measure
0.863
Per class
Kappa
0.1055
KB relative information score
262458.8016
Mean absolute error
0.039
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8657
Per class
Predictive accuracy
0.9025
Prior entropy
2.3219
Recall
0.9025
Per class
Relative absolute error
0.1219
Root mean prior squared error
0.4
Root mean squared error
0.1975
Root relative squared error
0.4938