Run
544386

Run 544386

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) 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.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
0.7788
Per class
Confusion matrix
F measure
0.657
Per class
Kappa
0.558
KB relative information score
599735.3074
Mean absolute error
0.1657
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6539
Per class
Predictive accuracy
0.6685
Prior entropy
2
Recall
0.6685
Per class
Relative absolute error
0.442
Root mean prior squared error
0.433
Root mean squared error
0.4071
Root relative squared error
0.9402