Run
1833344

Run 1833344

Task 2244 (Supervised Data Stream Classification) adult Uploaded 19-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(2)_g10
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.7617
Per class
Confusion matrix
F measure
0.8383
Per class
Kappa
0.5468
KB relative information score
33412
Mean absolute error
0.158
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8365
Per class
Predictive accuracy
0.842
Prior entropy
1
Recall
0.842
Per class
Relative absolute error
0.3159
Root mean prior squared error
0.5
Root mean squared error
0.3974
Root relative squared error
0.7949