Run
524880

Run 524880

Task 163 (Supervised Data Stream Classification) BNG(optdigits) 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)_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
0.9538
Per class
Confusion matrix
F measure
0.9167
Per class
Kappa
0.9077
KB relative information score
913114.2847
Mean absolute error
0.0166
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9167
Per class
Predictive accuracy
0.9169
Prior entropy
3.3219
Recall
0.9169
Per class
Relative absolute error
0.0923
Root mean prior squared error
0.3
Root mean squared error
0.1289
Root relative squared error
0.4297