Run
570585

Run 570585

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8664
Per class
Confusion matrix
F measure
0.8801
Per class
Kappa
0.7453
KB relative information score
762630
Mean absolute error
0.1187
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8813
Per class
Predictive accuracy
0.8813
Prior entropy
1
Recall
0.8813
Per class
Relative absolute error
0.2374
Root mean prior squared error
0.5
Root mean squared error
0.3445
Root relative squared error
0.689