Run
1835238

Run 1835238

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 26-10-2016 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)_n128.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r256.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.J48 -C 0.25 -M 2
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
0.9891
Per class
Confusion matrix
F measure
0.858
Per class
Kappa
0.8457
KB relative information score
843727.8003
Mean absolute error
0.0275
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8651
Per class
Predictive accuracy
0.8592
Prior entropy
4.2479
Recall
0.8592
Per class
Relative absolute error
0.2758
Root mean prior squared error
0.2233
Root mean squared error
0.1053
Root relative squared error
0.4715