DEVELOPMENT... OpenML
Run
158449

Run 158449

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 12-02-2015 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
0.7687
Per class
Confusion matrix
F measure
0.7109
Per class
Kappa
0.4137
KB relative information score
16819.2411
Mean absolute error
0.3209
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.7153
Per class
Predictive accuracy
0.7095
Prior entropy
1
Recall
0.7095
Per class
Relative absolute error
0.6419
Root mean prior squared error
0.5
Root mean squared error
0.4629
Root relative squared error
0.9257