Run
543768

Run 543768

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 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)_k7
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
0.9472
Per class
Confusion matrix
F measure
0.7949
Per class
Kappa
0.7367
KB relative information score
680121.6966
Mean absolute error
0.135
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8048
Per class
Predictive accuracy
0.799
Prior entropy
2.3219
Recall
0.799
Per class
Relative absolute error
0.4217
Root mean prior squared error
0.4
Root mean squared error
0.2462
Root relative squared error
0.6154