Run
525345

Run 525345

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g10
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
0.8519
Per class
Confusion matrix
F measure
0.733
Per class
Kappa
0.7038
KB relative information score
721229.2885
Mean absolute error
0.0533
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7327
Per class
Predictive accuracy
0.7334
Prior entropy
3.3219
Recall
0.7334
Per class
Relative absolute error
0.2962
Root mean prior squared error
0.3
Root mean squared error
0.2309
Root relative squared error
0.7697