Run
571446

Run 571446

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 04-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10000
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
0.9544
Per class
Confusion matrix
F measure
0.9177
Per class
Kappa
0.9089
KB relative information score
914240.5655
Mean absolute error
0.0164
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9177
Per class
Predictive accuracy
0.918
Prior entropy
3.3219
Recall
0.918
Per class
Relative absolute error
0.0911
Root mean prior squared error
0.3
Root mean squared error
0.1281
Root relative squared error
0.4269