Run
524969

Run 524969

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 19-02-2016 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,trees.HoeffdingTree
moa.BlastWindowed(1)_g1000
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
0.6961
Per class
Confusion matrix
F measure
0.765
Per class
Kappa
0.4236
KB relative information score
551516
Mean absolute error
0.2242
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7653
Per class
Predictive accuracy
0.7758
Prior entropy
1
Recall
0.7758
Per class
Relative absolute error
0.4485
Root mean prior squared error
0.5
Root mean squared error
0.4735
Root relative squared error
0.9471