Run
570679

Run 570679

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

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bfunctions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
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
0.9543
Per class
Confusion matrix
F measure
0.9175
Per class
Kappa
0.9086
KB relative information score
913964.4855
Mean absolute error
0.0165
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9174
Per class
Predictive accuracy
0.9177
Prior entropy
3.3219
Recall
0.9177
Per class
Relative absolute error
0.0914
Root mean prior squared error
0.3
Root mean squared error
0.1283
Root relative squared error
0.4276