Run
1835780

Run 1835780

Task 125962 (Supervised Data Stream Classification) BNG(segment) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.905
Per class
Confusion matrix
F measure
0.8374
Per class
Kappa
0.81
KB relative information score
824250.4639
Mean absolute error
0.0465
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8397
Per class
Predictive accuracy
0.8372
Prior entropy
2.8074
Recall
0.8372
Per class
Relative absolute error
0.19
Root mean prior squared error
0.3499
Root mean squared error
0.2157
Root relative squared error
0.6164