Run
525831

Run 525831

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 19-02-2016 by Joaquin Vanschoren
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w100
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.9221
Per class
Confusion matrix
F measure
0.9382
Per class
Kappa
0.8485
KB relative information score
933781.1833
Mean absolute error
0.02
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9374
Per class
Predictive accuracy
0.9399
Prior entropy
2.585
Recall
0.9399
Per class
Relative absolute error
0.0721
Root mean prior squared error
0.3727
Root mean squared error
0.1415
Root relative squared error
0.3798