Run
544044

Run 544044

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 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
0.9523
Per class
Confusion matrix
F measure
0.8251
Per class
Kappa
0.7742
KB relative information score
753044.5992
Mean absolute error
0.1031
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8286
Per class
Predictive accuracy
0.827
Prior entropy
2.3219
Recall
0.827
Per class
Relative absolute error
0.3221
Root mean prior squared error
0.4
Root mean squared error
0.2288
Root relative squared error
0.5721