Run
539309

Run 539309

Task 189 (Supervised Data Stream Classification) covertype 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
0.9385
Per class
Confusion matrix
F measure
0.9232
Per class
Kappa
0.8769
KB relative information score
533066.671
Mean absolute error
0.0218
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9231
Per class
Predictive accuracy
0.9235
Prior entropy
2.8074
Recall
0.9235
Per class
Relative absolute error
0.0892
Root mean prior squared error
0.3499
Root mean squared error
0.1478
Root relative squared error
0.4224