Run
536180

Run 536180

Task 196 (Supervised Data Stream Classification) RandomRBF_10_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.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
0.8745
Per class
Confusion matrix
F measure
0.8062
Per class
Kappa
0.7492
KB relative information score
779731.0376
Mean absolute error
0.0774
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8062
Per class
Predictive accuracy
0.8066
Prior entropy
2.3219
Recall
0.8066
Per class
Relative absolute error
0.2418
Root mean prior squared error
0.4
Root mean squared error
0.2782
Root relative squared error
0.6954