Run
524975

Run 524975

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 19-02-2016 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
0.8685
Per class
Confusion matrix
F measure
0.8819
Per class
Kappa
0.749
KB relative information score
765926
Mean absolute error
0.117
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8829
Per class
Predictive accuracy
0.883
Prior entropy
1
Recall
0.883
Per class
Relative absolute error
0.2341
Root mean prior squared error
0.5
Root mean squared error
0.3421
Root relative squared error
0.6842