Run
571316

Run 571316

Task 2244 (Supervised Data Stream Classification) adult Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.7361
Per class
Confusion matrix
F measure
0.8109
Per class
Kappa
0.4776
KB relative information score
30478
Mean absolute error
0.188
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8099
Per class
Predictive accuracy
0.812
Prior entropy
1
Recall
0.812
Per class
Relative absolute error
0.376
Root mean prior squared error
0.5
Root mean squared error
0.4336
Root relative squared error
0.8672