Run
540835

Run 540835

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 22-03-2016 by Joaquin Vanschoren
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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
0.6303
Per class
Confusion matrix
F measure
0.5248
Per class
Kappa
0.2622
KB relative information score
19449.6337
Mean absolute error
0.3157
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.524
Per class
Predictive accuracy
0.5265
Prior entropy
1.585
Recall
0.5265
Per class
Relative absolute error
0.7103
Root mean prior squared error
0.4714
Root mean squared error
0.5618
Root relative squared error
1.1919