Run
543690

Run 543690

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 26-03-2016 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)_k7
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
0.8678
Per class
Confusion matrix
F measure
0.7443
Per class
Kappa
0.5747
KB relative information score
974275.7408
Mean absolute error
0.0936
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.7593
Per class
Predictive accuracy
0.7577
Prior entropy
3.3219
Recall
0.7577
Per class
Relative absolute error
0.52
Root mean prior squared error
0.3
Root mean squared error
0.201
Root relative squared error
0.6701