Run
1832326

Run 1832326

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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.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
0.8287
Per class
Confusion matrix
F measure
0.818
Per class
Kappa
0.4177
KB relative information score
531713.4579
Mean absolute error
0.2468
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8159
Per class
Predictive accuracy
0.831
Prior entropy
1
Recall
0.831
Per class
Relative absolute error
0.4937
Root mean prior squared error
0.5
Root mean squared error
0.3526
Root relative squared error
0.7052