Run
539286

Run 539286

Task 200 (Supervised Data Stream Classification) SEA(50000) 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.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
0.8744
Per class
Confusion matrix
F measure
0.8877
Per class
Kappa
0.7613
KB relative information score
777444
Mean absolute error
0.1113
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8888
Per class
Predictive accuracy
0.8887
Prior entropy
1
Recall
0.8887
Per class
Relative absolute error
0.2226
Root mean prior squared error
0.5
Root mean squared error
0.3336
Root relative squared error
0.6672