Run
542510

Run 542510

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 23-03-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9454
Per class
Confusion matrix
F measure
0.9014
Per class
Kappa
0.8918
KB relative information score
899220.8116
Mean absolute error
0.0104
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9078
Per class
Predictive accuracy
0.901
Prior entropy
4.2479
Recall
0.901
Per class
Relative absolute error
0.1045
Root mean prior squared error
0.2233
Root mean squared error
0.1021
Root relative squared error
0.4571