DEVELOPMENT... OpenML
Run
155887

Run 155887

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 11-02-2015 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.6652
Per class
Confusion matrix
F measure
0.3303
Per class
Kappa
0.1976
KB relative information score
174394.0531
Mean absolute error
0.3442
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.4025
Per class
Predictive accuracy
0.3927
Prior entropy
2
Recall
0.3927
Per class
Relative absolute error
0.918
Root mean prior squared error
0.433
Root mean squared error
0.4145
Root relative squared error
0.9573