Run
570704

Run 570704

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.852
Per class
Confusion matrix
F measure
0.8549
Per class
Kappa
0.7059
KB relative information score
710314
Mean absolute error
0.1448
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.855
Per class
Predictive accuracy
0.8552
Prior entropy
1
Recall
0.8552
Per class
Relative absolute error
0.2897
Root mean prior squared error
0.5
Root mean squared error
0.3806
Root relative squared error
0.7612