Run
541023

Run 541023

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 23-03-2016 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.kNN,lazy.kNNwithPAW,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007")) -c 1000,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
0.921
Per class
Confusion matrix
F measure
0.8647
Per class
Kappa
0.8419
KB relative information score
853757.3572
Mean absolute error
0.0387
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8659
Per class
Predictive accuracy
0.8645
Prior entropy
2.8074
Recall
0.8645
Per class
Relative absolute error
0.1581
Root mean prior squared error
0.3499
Root mean squared error
0.1968
Root relative squared error
0.5623