Run
160915

Run 160915

Task 121 (Supervised Data Stream Classification) BNG(anneal.ORIG,nominal,1000000) Uploaded 15-02-2015 by Jan van Rijn
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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
0.9387
Per class
Confusion matrix
F measure
0.8561
Per class
Kappa
0.6315
KB relative information score
837056.7176
Mean absolute error
0.0642
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8547
Per class
Predictive accuracy
0.8616
Prior entropy
2.585
Recall
0.8616
Per class
Relative absolute error
0.231
Root mean prior squared error
0.3727
Root mean squared error
0.1788
Root relative squared error
0.4797