Run
536240

Run 536240

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 11-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bfunctions.Perceptron,functions.SGD,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.OneR -B 6)) -c 1000,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000,trees.HoeffdingOptionTree
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
0.7175
Per class
Confusion matrix
F measure
0.5681
Per class
Kappa
0.4389
KB relative information score
513348.0151
Mean absolute error
0.171
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.5744
Per class
Predictive accuracy
0.5726
Prior entropy
2.3219
Recall
0.5726
Per class
Relative absolute error
0.5342
Root mean prior squared error
0.4
Root mean squared error
0.4135
Root relative squared error
1.0337