DEVELOPMENT... OpenML
Run
155854

Run 155854

Task 159 (Supervised Data Stream Classification) BNG(cmc,nominal,55296) Uploaded 11-02-2015 by Jason
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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
0.5899
Per class
Confusion matrix
F measure
0.4037
Per class
Kappa
0.1248
KB relative information score
6582.1356
Mean absolute error
0.416
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.4192
Per class
Predictive accuracy
0.4476
Prior entropy
1.585
Recall
0.4476
Per class
Relative absolute error
0.9361
Root mean prior squared error
0.4714
Root mean squared error
0.4599
Root relative squared error
0.9756