DEVELOPMENT... OpenML
Run
177858

Run 177858

Task 7387 (Supervised Data Stream Classification) BNG(lymph,5000,5) Uploaded 23-02-2015 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
0.8765
Per class
Confusion matrix
F measure
0.7858
Per class
Kappa
0.6208
KB relative information score
678926.7105
Mean absolute error
0.1542
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7838
Per class
Predictive accuracy
0.8037
Prior entropy
2
Recall
0.8037
Per class
Relative absolute error
0.4112
Root mean prior squared error
0.433
Root mean squared error
0.2768
Root relative squared error
0.6391