Run
524462

Run 524462

Task 174 (Supervised Data Stream Classification) BNG(soybean) 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
0.991
Per class
Confusion matrix
F measure
0.9014
Per class
Kappa
0.8918
KB relative information score
910364.3877
Mean absolute error
0.012
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9073
Per class
Predictive accuracy
0.9011
Prior entropy
4.2479
Recall
0.9011
Per class
Relative absolute error
0.1206
Root mean prior squared error
0.2233
Root mean squared error
0.0911
Root relative squared error
0.408