DEVELOPMENT... OpenML
Run
197794

Run 197794

Task 171 (Supervised Data Stream Classification) BNG(sick,nominal,1000000) Uploaded 27-02-2015 by Jason
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_LinearRegression(1)Moa implementation of AccuracyWeightedEnsemble
weka.LinearRegression(2)_R1.0E-8
weka.LinearRegression(2)_S0
moa.AccuracyWeightedEnsemble_WEKAClassifier_LinearRegression(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_LinearRegression(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_LinearRegression(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_LinearRegression(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_LinearRegression(1)_f10
moa.WEKAClassifier_LinearRegression(2)_lweka.classifiers.functions.LinearRegression
moa.WEKAClassifier_LinearRegression(2)_w0
moa.WEKAClassifier_LinearRegression(2)_i1000
moa.WEKAClassifier_LinearRegression(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
0.5
Per class
Confusion matrix
F measure
0.9091
Per class
KB relative information score
877522
Mean absolute error
0.0612
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8813
Per class
Predictive accuracy
0.9388
Prior entropy
1
Recall
0.9388
Per class
Relative absolute error
0.1225
Root mean prior squared error
0.5
Root mean squared error
0.2475
Root relative squared error
0.4949