Run
544176

Run 544176

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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)_k2
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
0.9047
Per class
Confusion matrix
F measure
0.8795
Per class
Kappa
0.7556
KB relative information score
746455.7557
Mean absolute error
0.1268
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8795
Per class
Predictive accuracy
0.8796
Prior entropy
1
Recall
0.8796
Per class
Relative absolute error
0.2536
Root mean prior squared error
0.5
Root mean squared error
0.324
Root relative squared error
0.648