Run
1832396

Run 1832396

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 08-10-2016 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.functions.Logistic -R 1.0E-8 -M -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
0.9942
Per class
Confusion matrix
F measure
0.9268
Per class
Kappa
0.9189
KB relative information score
896172.1172
Mean absolute error
0.0306
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9268
Per class
Predictive accuracy
0.927
Prior entropy
3.3219
Recall
0.927
Per class
Relative absolute error
0.1702
Root mean prior squared error
0.3
Root mean squared error
0.1105
Root relative squared error
0.3684