Run
524070

Run 524070

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) Uploaded 15-02-2016 by Jan van Rijn
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Flow

moa.BLAST(1)Moa implementation of BLAST
moa.BLAST(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(1)_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
0.9833
Per class
Confusion matrix
F measure
0.9512
Per class
Kappa
0.9022
KB relative information score
864313.0936
Mean absolute error
0.0733
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9519
Per class
Predictive accuracy
0.9511
Prior entropy
1
Recall
0.9511
Per class
Relative absolute error
0.1467
Root mean prior squared error
0.5
Root mean squared error
0.2006
Root relative squared error
0.4012