Run
544043

Run 544043

Task 192 (Supervised Data Stream Classification) LED(50000) 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)_k4
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
0.8946
Per class
Confusion matrix
F measure
0.7262
Per class
Kappa
0.6966
KB relative information score
715857.2165
Mean absolute error
0.0669
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7258
Per class
Predictive accuracy
0.7269
Prior entropy
3.3219
Recall
0.7269
Per class
Relative absolute error
0.3716
Root mean prior squared error
0.3
Root mean squared error
0.2134
Root relative squared error
0.7115