Run
571094

Run 571094

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)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g10
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
0.5419
Per class
Confusion matrix
F measure
0.8666
Per class
Kappa
0.1378
KB relative information score
262816.3367
Mean absolute error
0.0386
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8656
Per class
Predictive accuracy
0.9035
Prior entropy
2.3219
Recall
0.9035
Per class
Relative absolute error
0.1206
Root mean prior squared error
0.4
Root mean squared error
0.1964
Root relative squared error
0.4911