Run
543232

Run 543232

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 24-03-2016 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)_k2
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
0.9041
Per class
Confusion matrix
F measure
0.8745
Per class
Kappa
0.7451
KB relative information score
746299
Mean absolute error
0.1269
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8773
Per class
Predictive accuracy
0.8754
Prior entropy
1
Recall
0.8754
Per class
Relative absolute error
0.2537
Root mean prior squared error
0.5
Root mean squared error
0.3241
Root relative squared error
0.6482