Run
543627

Run 543627

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 26-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
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
0.9505
Per class
Confusion matrix
F measure
0.8508
Per class
Kappa
0.8251
KB relative information score
805284.0609
Mean absolute error
0.065
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8548
Per class
Predictive accuracy
0.8501
Prior entropy
2.8074
Recall
0.8501
Per class
Relative absolute error
0.2652
Root mean prior squared error
0.3499
Root mean squared error
0.1889
Root relative squared error
0.5398