Run
1833627

Run 1833627

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 21-10-2016 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
0.855
Per class
Confusion matrix
F measure
0.87
Per class
Kappa
0.7235
KB relative information score
742760
Mean absolute error
0.1286
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8713
Per class
Predictive accuracy
0.8714
Prior entropy
1
Recall
0.8714
Per class
Relative absolute error
0.2572
Root mean prior squared error
0.5
Root mean squared error
0.3586
Root relative squared error
0.7173