Run
1835075

Run 1835075

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
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
0.8692
Per class
Confusion matrix
F measure
0.8682
Per class
Kappa
0.7392
KB relative information score
852074.9674
Mean absolute error
0.052
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8672
Per class
Predictive accuracy
0.8701
Prior entropy
2.3219
Recall
0.8701
Per class
Relative absolute error
0.1624
Root mean prior squared error
0.4
Root mean squared error
0.228
Root relative squared error
0.5699