Run
1835027

Run 1835027

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.881
Per class
Confusion matrix
F measure
0.7845
Per class
Kappa
0.7618
KB relative information score
775876.3919
Mean absolute error
0.0429
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7852
Per class
Predictive accuracy
0.7857
Prior entropy
3.3219
Recall
0.7857
Per class
Relative absolute error
0.2381
Root mean prior squared error
0.3
Root mean squared error
0.207
Root relative squared error
0.6901