Run
543818

Run 543818

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 28-03-2016 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)_k6
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
0.9455
Per class
Confusion matrix
F measure
0.9227
Per class
Kappa
0.8453
KB relative information score
877144.6465
Mean absolute error
0.0536
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9227
Per class
Predictive accuracy
0.9227
Prior entropy
2.3219
Recall
0.9227
Per class
Relative absolute error
0.1675
Root mean prior squared error
0.4
Root mean squared error
0.173
Root relative squared error
0.4325