Run
571253

Run 571253

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.6098
Per class
Confusion matrix
F measure
0.8109
Per class
Kappa
0.1579
KB relative information score
221491.4254
Mean absolute error
0.0878
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8477
Per class
Predictive accuracy
0.7806
Prior entropy
2.3219
Recall
0.7806
Per class
Relative absolute error
0.2742
Root mean prior squared error
0.4
Root mean squared error
0.2962
Root relative squared error
0.7406