Run
1833669

Run 1833669

Task 125963 (Supervised Data Stream Classification) BNG(anneal) Uploaded 22-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
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
0.9226
Per class
Confusion matrix
F measure
0.9417
Per class
Kappa
0.8561
KB relative information score
937603.1734
Mean absolute error
0.0189
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.941
Per class
Predictive accuracy
0.9434
Prior entropy
2.585
Recall
0.9434
Per class
Relative absolute error
0.068
Root mean prior squared error
0.3727
Root mean squared error
0.1374
Root relative squared error
0.3687