Run
540776

Run 540776

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 22-03-2016 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
0.9104
Per class
Confusion matrix
F measure
0.9057
Per class
Kappa
0.824
KB relative information score
887053.5262
Mean absolute error
0.0468
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9059
Per class
Predictive accuracy
0.9065
Prior entropy
2
Recall
0.9065
Per class
Relative absolute error
0.1247
Root mean prior squared error
0.433
Root mean squared error
0.2163
Root relative squared error
0.4994