Run
1832186

Run 1832186

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 07-10-2016 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)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.rules.JRip -F 3 -N 2.0 -O 2 -S 1
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
0.989
Per class
Confusion matrix
F measure
0.8923
Per class
Kappa
0.8801
KB relative information score
795918.8961
Mean absolute error
0.0615
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8926
Per class
Predictive accuracy
0.8921
Prior entropy
3.3219
Recall
0.8921
Per class
Relative absolute error
0.3418
Root mean prior squared error
0.3
Root mean squared error
0.1438
Root relative squared error
0.4793