Run
570724

Run 570724

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9142
Per class
Confusion matrix
F measure
0.8668
Per class
Kappa
0.8281
KB relative information score
848713.6818
Mean absolute error
0.0531
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8671
Per class
Predictive accuracy
0.8671
Prior entropy
2.3219
Recall
0.8671
Per class
Relative absolute error
0.1661
Root mean prior squared error
0.4
Root mean squared error
0.2305
Root relative squared error
0.5763