Run
1833581

Run 1833581

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 21-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.7254
Per class
Confusion matrix
F measure
0.5812
Per class
Kappa
0.4511
KB relative information score
502527.633
Mean absolute error
0.206
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.58
Per class
Predictive accuracy
0.588
Prior entropy
2
Recall
0.588
Per class
Relative absolute error
0.5493
Root mean prior squared error
0.433
Root mean squared error
0.4539
Root relative squared error
1.0481