Run
1833577

Run 1833577

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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
0.8824
Per class
Confusion matrix
F measure
0.7873
Per class
Kappa
0.7648
KB relative information score
778651.8323
Mean absolute error
0.0423
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.788
Per class
Predictive accuracy
0.7883
Prior entropy
3.3219
Recall
0.7883
Per class
Relative absolute error
0.2352
Root mean prior squared error
0.3
Root mean squared error
0.2057
Root relative squared error
0.6858