Run
539572

Run 539572

Task 192 (Supervised Data Stream Classification) LED(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
0.854
Per class
Confusion matrix
F measure
0.738
Per class
Kappa
0.7081
KB relative information score
725246.043
Mean absolute error
0.0525
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7394
Per class
Predictive accuracy
0.7373
Prior entropy
3.3219
Recall
0.7373
Per class
Relative absolute error
0.2919
Root mean prior squared error
0.3
Root mean squared error
0.2292
Root relative squared error
0.7641