Run
534298

Run 534298

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 07-03-2016 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.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
0.8349
Per class
Confusion matrix
F measure
0.841
Per class
Kappa
0.6737
KB relative information score
30948
Mean absolute error
0.1585
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8411
Per class
Predictive accuracy
0.8415
Prior entropy
1
Recall
0.8415
Per class
Relative absolute error
0.317
Root mean prior squared error
0.5
Root mean squared error
0.3981
Root relative squared error
0.7962