Run
525781

Run 525781

Task 200 (Supervised Data Stream Classification) SEA(50000) 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)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_ptrue

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
0.8621
Per class
Confusion matrix
F measure
0.8759
Per class
Kappa
0.7364
KB relative information score
754290
Mean absolute error
0.1229
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.877
Per class
Predictive accuracy
0.8771
Prior entropy
1
Recall
0.8771
Per class
Relative absolute error
0.2457
Root mean prior squared error
0.5
Root mean squared error
0.3505
Root relative squared error
0.701