Run
571096

Run 571096

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)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g10
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
0.7609
Per class
Confusion matrix
F measure
0.8379
Per class
Kappa
0.5455
KB relative information score
33378
Mean absolute error
0.1583
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.836
Per class
Predictive accuracy
0.8417
Prior entropy
1
Recall
0.8417
Per class
Relative absolute error
0.3166
Root mean prior squared error
0.5
Root mean squared error
0.3979
Root relative squared error
0.7958