Run
1835444

Run 1835444

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)_n16.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r32.0
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
0.9844
Per class
Confusion matrix
F measure
0.8452
Per class
Kappa
0.8318
KB relative information score
842021.7392
Mean absolute error
0.0267
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.852
Per class
Predictive accuracy
0.8466
Prior entropy
4.2479
Recall
0.8466
Per class
Relative absolute error
0.2679
Root mean prior squared error
0.2233
Root mean squared error
0.1075
Root relative squared error
0.4816