Run
1833698

Run 1833698

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 22-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(2)_g1
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
0.8762
Per class
Confusion matrix
F measure
0.8778
Per class
Kappa
0.7527
KB relative information score
755708
Mean absolute error
0.1221
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8778
Per class
Predictive accuracy
0.8779
Prior entropy
1
Recall
0.8779
Per class
Relative absolute error
0.2443
Root mean prior squared error
0.5
Root mean squared error
0.3495
Root relative squared error
0.699