Run
161255

Run 161255

Task 187 (Supervised Data Stream Classification) BNG(zoo,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
0.9955
Per class
Confusion matrix
F measure
0.9379
Per class
Kappa
0.9197
KB relative information score
924821.5133
Mean absolute error
0.0258
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9378
Per class
Predictive accuracy
0.9386
Prior entropy
2.8074
Recall
0.9386
Per class
Relative absolute error
0.1053
Root mean prior squared error
0.3499
Root mean squared error
0.1132
Root relative squared error
0.3235