Run
571472

Run 571472

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

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g100
moa.BlastDecayed(1)_k1
moa.BlastDecayed(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
0.9542
Per class
Confusion matrix
F measure
0.9173
Per class
Kappa
0.9084
KB relative information score
913756.3798
Mean absolute error
0.0165
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9172
Per class
Predictive accuracy
0.9175
Prior entropy
3.3219
Recall
0.9175
Per class
Relative absolute error
0.0916
Root mean prior squared error
0.3
Root mean squared error
0.1284
Root relative squared error
0.4281