Run
524458

Run 524458

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 17-02-2016 by Joaquin Vanschoren
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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
0.9796
Per class
Confusion matrix
F measure
0.8646
Per class
Kappa
0.842
KB relative information score
839141.488
Mean absolute error
0.0536
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8655
Per class
Predictive accuracy
0.8646
Prior entropy
2.8074
Recall
0.8646
Per class
Relative absolute error
0.2187
Root mean prior squared error
0.3499
Root mean squared error
0.1676
Root relative squared error
0.4789