Run
1835089

Run 1835089

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)_w100
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
0.8958
Per class
Confusion matrix
F measure
0.8116
Per class
Kappa
0.7915
KB relative information score
803829.4896
Mean absolute error
0.0375
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.812
Per class
Predictive accuracy
0.8124
Prior entropy
3.3219
Recall
0.8124
Per class
Relative absolute error
0.2084
Root mean prior squared error
0.3
Root mean squared error
0.1937
Root relative squared error
0.6456