DEVELOPMENT... OpenML
Run
166382

Run 166382

Task 2149 (Supervised Data Stream Classification) BNG(bridges_version1) Uploaded 18-02-2015 by Jason
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)Moa implementation of AccuracyWeightedEnsemble
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1)_f10
moa.WEKAClassifier_LMT(1)_lweka.classifiers.trees.LMT
moa.WEKAClassifier_LMT(1)_w0
moa.WEKAClassifier_LMT(1)_i1000
moa.WEKAClassifier_LMT(1)_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
0.9455
Per class
Confusion matrix
F measure
0.76
Per class
Kappa
0.6852
KB relative information score
699326.3165
Mean absolute error
0.1078
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7566
Per class
Predictive accuracy
0.7672
Prior entropy
2.585
Recall
0.7672
Per class
Relative absolute error
0.3881
Root mean prior squared error
0.3727
Root mean squared error
0.2332
Root relative squared error
0.6259