Run
570614

Run 570614

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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
0.9593
Per class
Confusion matrix
F measure
0.9282
Per class
Kappa
0.9078
KB relative information score
923976.662
Mean absolute error
0.0201
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9277
Per class
Predictive accuracy
0.9296
Prior entropy
2.8074
Recall
0.9296
Per class
Relative absolute error
0.0822
Root mean prior squared error
0.3499
Root mean squared error
0.1419
Root relative squared error
0.4054