Run
524755

Run 524755

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 18-02-2016 by Jan van Rijn
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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)_g1000
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
0.7741
Per class
Confusion matrix
F measure
0.6493
Per class
Kappa
0.5485
KB relative information score
591025.4747
Mean absolute error
0.1693
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6468
Per class
Predictive accuracy
0.6613
Prior entropy
2
Recall
0.6613
Per class
Relative absolute error
0.4516
Root mean prior squared error
0.433
Root mean squared error
0.4115
Root relative squared error
0.9504