Run
1833450

Run 1833450

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 20-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(2)_g1000
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
0.7484
Per class
Confusion matrix
F measure
0.5147
Per class
Kappa
0.4968
KB relative information score
510396.2939
Mean absolute error
0.0372
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5167
Per class
Predictive accuracy
0.5162
Prior entropy
4.7004
Recall
0.5162
Per class
Relative absolute error
0.5031
Root mean prior squared error
0.1923
Root mean squared error
0.1929
Root relative squared error
1.0031