Run
544324

Run 544324

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 31-03-2016 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,lazy.kNNwithPAW,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.JRip -F 3 -N 2.0 -O 2 -S 1)) -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
0.8534
Per class
Confusion matrix
F measure
0.7369
Per class
Kappa
0.7069
KB relative information score
724123.9452
Mean absolute error
0.0528
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.738
Per class
Predictive accuracy
0.7362
Prior entropy
3.3219
Recall
0.7362
Per class
Relative absolute error
0.2931
Root mean prior squared error
0.3
Root mean squared error
0.2297
Root relative squared error
0.7657