Run
543894

Run 543894

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 29-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k5
moa.BlastDecayed(1)_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
0.6688
Per class
Confusion matrix
F measure
0.5181
Per class
Kappa
0.2538
KB relative information score
17086.3605
Mean absolute error
0.3423
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5173
Per class
Predictive accuracy
0.5194
Prior entropy
1.585
Recall
0.5194
Per class
Relative absolute error
0.7703
Root mean prior squared error
0.4714
Root mean squared error
0.4831
Root relative squared error
1.0249