Run
543914

Run 543914

Task 2244 (Supervised Data Stream Classification) adult Uploaded 29-03-2016 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)_k5
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
0.8512
Per class
Confusion matrix
F measure
0.835
Per class
Kappa
0.5262
KB relative information score
31203.5074
Mean absolute error
0.185
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8368
Per class
Predictive accuracy
0.8449
Prior entropy
1
Recall
0.8449
Per class
Relative absolute error
0.37
Root mean prior squared error
0.5
Root mean squared error
0.3409
Root relative squared error
0.6818