Run
1831940

Run 1831940

Task 174 (Supervised Data Stream Classification) BNG(soybean) 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.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
0.9665
Per class
Confusion matrix
F measure
0.7572
Per class
Kappa
0.7412
KB relative information score
737578.7848
Mean absolute error
0.0421
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.7789
Per class
Predictive accuracy
0.7653
Prior entropy
4.2479
Recall
0.7653
Per class
Relative absolute error
0.4217
Root mean prior squared error
0.2233
Root mean squared error
0.1337
Root relative squared error
0.5989