Run
571336

Run 571336

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
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
0.9484
Per class
Confusion matrix
F measure
0.9073
Per class
Kappa
0.8969
KB relative information score
902920.2406
Mean absolute error
0.0186
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9077
Per class
Predictive accuracy
0.9072
Prior entropy
3.3219
Recall
0.9072
Per class
Relative absolute error
0.1031
Root mean prior squared error
0.3
Root mean squared error
0.1363
Root relative squared error
0.4542