Run
544124

Run 544124

Task 2244 (Supervised Data Stream Classification) adult Uploaded 30-03-2016 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)_k3
moa.BlastDecayed(1)_ptrue

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
0.8378
Per class
Confusion matrix
F measure
0.8414
Per class
Kappa
0.5582
KB relative information score
32304.7861
Mean absolute error
0.1712
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8398
Per class
Predictive accuracy
0.8438
Prior entropy
1
Recall
0.8438
Per class
Relative absolute error
0.3423
Root mean prior squared error
0.5
Root mean squared error
0.355
Root relative squared error
0.71