Run
570632

Run 570632

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) 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
0.5297
Per class
Confusion matrix
F measure
0.8624
Per class
Kappa
0.1012
KB relative information score
262363.1553
Mean absolute error
0.0391
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8704
Per class
Predictive accuracy
0.9022
Prior entropy
2.3219
Recall
0.9022
Per class
Relative absolute error
0.1223
Root mean prior squared error
0.4
Root mean squared error
0.1978
Root relative squared error
0.4945