Run
571445

Run 571445

Task 2244 (Supervised Data Stream Classification) adult Uploaded 04-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bfunctions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree
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
0.7548
Per class
Confusion matrix
F measure
0.8369
Per class
Kappa
0.5401
KB relative information score
33410
Mean absolute error
0.158
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8352
Per class
Predictive accuracy
0.842
Prior entropy
1
Recall
0.842
Per class
Relative absolute error
0.316
Root mean prior squared error
0.5
Root mean squared error
0.3975
Root relative squared error
0.7949