Run
1833614

Run 1833614

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 21-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.9489
Per class
Confusion matrix
F measure
0.9082
Per class
Kappa
0.8979
KB relative information score
903886.5206
Mean absolute error
0.0184
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9086
Per class
Predictive accuracy
0.9081
Prior entropy
3.3219
Recall
0.9081
Per class
Relative absolute error
0.1021
Root mean prior squared error
0.3
Root mean squared error
0.1356
Root relative squared error
0.4519