Run
1834986

Run 1834986

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.845
Per class
Confusion matrix
F measure
0.8444
Per class
Kappa
0.6913
KB relative information score
825112.9478
Mean absolute error
0.0614
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8435
Per class
Predictive accuracy
0.8464
Prior entropy
2.3219
Recall
0.8464
Per class
Relative absolute error
0.192
Root mean prior squared error
0.4
Root mean squared error
0.2479
Root relative squared error
0.6197