Run
1834678

Run 1834678

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 24-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
moa.BlastDecayed(9)_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
0.877
Per class
Confusion matrix
F measure
0.8716
Per class
Kappa
0.7267
KB relative information score
707053.618
Mean absolute error
0.1486
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8735
Per class
Predictive accuracy
0.8732
Prior entropy
1
Recall
0.8732
Per class
Relative absolute error
0.2971
Root mean prior squared error
0.5
Root mean squared error
0.3476
Root relative squared error
0.6952