Run
1832156

Run 1832156

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 07-10-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9765
Per class
Confusion matrix
F measure
0.8216
Per class
Kappa
0.8022
KB relative information score
725652.1911
Mean absolute error
0.0756
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.825
Per class
Predictive accuracy
0.8221
Prior entropy
3.3219
Recall
0.8221
Per class
Relative absolute error
0.4199
Root mean prior squared error
0.3
Root mean squared error
0.1696
Root relative squared error
0.5653