Run
540858

Run 540858

Task 7310 (Supervised Data Stream Classification) Stagger1 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,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.trees.J48 -C 0.25 -M 2)),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
1
Per class
Confusion matrix
F measure
1
Per class
Kappa
0.9999
KB relative information score
999976
Mean absolute error
0
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
1
Per class
Predictive accuracy
1
Prior entropy
1
Recall
1
Per class
Relative absolute error
0
Root mean prior squared error
0.5
Root mean squared error
0.0035
Root relative squared error
0.0069