Run
544147

Run 544147

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 30-03-2016 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)_k3
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
0.9396
Per class
Confusion matrix
F measure
0.8269
Per class
Kappa
0.7754
KB relative information score
714632.0706
Mean absolute error
0.1271
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8302
Per class
Predictive accuracy
0.8276
Prior entropy
2.3219
Recall
0.8276
Per class
Relative absolute error
0.3971
Root mean prior squared error
0.4
Root mean squared error
0.2454
Root relative squared error
0.6135