Run
1832315

Run 1832315

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(2)Moa implementation of AccuracyWeightedEnsemble
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.functions.Logistic -R 1.0E-8 -M -1
moa.WEKAClassifier(2)_w0
moa.WEKAClassifier(2)_i1000
moa.WEKAClassifier(2)_f0

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
0.8258
Per class
Confusion matrix
F measure
0.5782
Per class
Kappa
0.4509
KB relative information score
407949.1463
Mean absolute error
0.262
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5758
Per class
Predictive accuracy
0.5881
Prior entropy
2
Recall
0.5881
Per class
Relative absolute error
0.6987
Root mean prior squared error
0.433
Root mean squared error
0.3647
Root relative squared error
0.8422