Run
1835335

Run 1835335

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 26-10-2016 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)_n64.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r128.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.J48 -C 0.25 -M 2
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
0.9332
Per class
Confusion matrix
F measure
0.8775
Per class
Kappa
0.7532
KB relative information score
639359.2451
Mean absolute error
0.1952
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8793
Per class
Predictive accuracy
0.8773
Prior entropy
1
Recall
0.8773
Per class
Relative absolute error
0.3905
Root mean prior squared error
0.5
Root mean squared error
0.3064
Root relative squared error
0.6129