Run
570590

Run 570590

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
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
0.8602
Per class
Confusion matrix
F measure
0.8744
Per class
Kappa
0.733
KB relative information score
751268
Mean absolute error
0.1244
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8755
Per class
Predictive accuracy
0.8756
Prior entropy
1
Recall
0.8756
Per class
Relative absolute error
0.2487
Root mean prior squared error
0.5
Root mean squared error
0.3527
Root relative squared error
0.7053