Run
525297

Run 525297

Task 2244 (Supervised Data Stream Classification) adult Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(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
0.7558
Per class
Confusion matrix
F measure
0.8248
Per class
Kappa
0.5165
KB relative information score
31816
Mean absolute error
0.1743
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8241
Per class
Predictive accuracy
0.8257
Prior entropy
1
Recall
0.8257
Per class
Relative absolute error
0.3486
Root mean prior squared error
0.5
Root mean squared error
0.4175
Root relative squared error
0.835