Run
525808

Run 525808

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 19-02-2016 by Joaquin Vanschoren
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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)_ptrue

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
0.8978
Per class
Confusion matrix
F measure
0.8155
Per class
Kappa
0.7955
KB relative information score
807605.7199
Mean absolute error
0.0368
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8155
Per class
Predictive accuracy
0.816
Prior entropy
3.3219
Recall
0.816
Per class
Relative absolute error
0.2044
Root mean prior squared error
0.3
Root mean squared error
0.1918
Root relative squared error
0.6394