Run
1832258

Run 1832258

Task 7316 (Supervised Data Stream Classification) vehicleNorm 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.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"
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
0.8771
Per class
Confusion matrix
F measure
0.8455
Per class
Kappa
0.6928
KB relative information score
67450.3191
Mean absolute error
0.1587
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8543
Per class
Predictive accuracy
0.8464
Prior entropy
1
Recall
0.8464
Per class
Relative absolute error
0.3175
Root mean prior squared error
0.5
Root mean squared error
0.3718
Root relative squared error
0.7436