Run
570690

Run 570690

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 03-05-2016 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,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
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
0.8415
Per class
Confusion matrix
F measure
0.7141
Per class
Kappa
0.6831
KB relative information score
701730.0943
Mean absolute error
0.057
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7138
Per class
Predictive accuracy
0.7148
Prior entropy
3.3219
Recall
0.7148
Per class
Relative absolute error
0.3169
Root mean prior squared error
0.3
Root mean squared error
0.2388
Root relative squared error
0.7961