Run
1835134

Run 1835134

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)_w10000
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
0.8792
Per class
Confusion matrix
F measure
0.8781
Per class
Kappa
0.7588
KB relative information score
863123.2581
Mean absolute error
0.0481
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8771
Per class
Predictive accuracy
0.8798
Prior entropy
2.3219
Recall
0.8798
Per class
Relative absolute error
0.1503
Root mean prior squared error
0.4
Root mean squared error
0.2193
Root relative squared error
0.5482