DEVELOPMENT... OpenML
Run
165784

Run 165784

Task 2244 (Supervised Data Stream Classification) adult Uploaded 17-02-2015 by Jason
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)Moa implementation of AccuracyWeightedEnsemble
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_f10
moa.WEKAClassifier_Logistic(1)_lweka.classifiers.functions.Logistic
moa.WEKAClassifier_Logistic(1)_w0
moa.WEKAClassifier_Logistic(1)_i1000
moa.WEKAClassifier_Logistic(1)_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
0.8876
Per class
Confusion matrix
F measure
0.8367
Per class
Kappa
0.5428
KB relative information score
29055.4244
Mean absolute error
0.212
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8349
Per class
Predictive accuracy
0.8403
Prior entropy
1
Recall
0.8403
Per class
Relative absolute error
0.4241
Root mean prior squared error
0.5
Root mean squared error
0.3402
Root relative squared error
0.6805