Run
524472

Run 524472

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 17-02-2016 by Jan van Rijn
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Flow

moa.BLAST(2)Moa implementation of BLAST
moa.BLAST(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(2)_w1000

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
0.9433
Per class
Confusion matrix
F measure
0.8784
Per class
Kappa
0.7594
KB relative information score
843848.7966
Mean absolute error
0.0659
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8774
Per class
Predictive accuracy
0.8801
Prior entropy
2.3219
Recall
0.8801
Per class
Relative absolute error
0.2058
Root mean prior squared error
0.4
Root mean squared error
0.1911
Root relative squared error
0.4776