Run
1831992

Run 1831992

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.trees.REPTree -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
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
0.9713
Per class
Confusion matrix
F measure
0.805
Per class
Kappa
0.7835
KB relative information score
680461.2101
Mean absolute error
0.0875
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8058
Per class
Predictive accuracy
0.8052
Prior entropy
3.3219
Recall
0.8052
Per class
Relative absolute error
0.486
Root mean prior squared error
0.3
Root mean squared error
0.184
Root relative squared error
0.6134