1
برق و الکترونیک::
مجموعه داده، مجموعه داده
3.1.6 Hidden Context Scenarios and Datasets 72
Predictions of the OK, ANN and PR on training dataset with 10% of missing values.
, for smoothing and imputation of nine datasets. 37
̅̅ ̅ Mean of the CAS ̅̅̅̅̅ Mean of the CPU time of training Concept drift amount in kth dataset for class c Binary decision for selecting feature Calculated error for class c in the kth dataset ̅̅1 Mean of the F1 score ℎ1, ℎ2, ℎ3 Tank levels in three tanks case study i=1,2,.......I Index of sample j=1,2,.......J Index of feature k=1,2,......K Index of dataset k* Index of reference dataset m, n Arbitrary values ̅̅̅̅̅ Mean of the number of the support vectors Precision of class c in kth dataset
Updated set of cluster c Set of all the provided augmented datasets with the kth dataset and،3.1.6 Hidden Context Scenarios and Datasets 72
Predictions of the OK, ANN and PR on training dataset with 10% of missing values.
𝑟𝑚𝑠𝑒𝑡𝑒𝑐, 𝑗 for smoothing and imputation of nine datasets. 37
𝐶̅𝐴̅ 𝑆̅ Mean of the CAS ̅𝐶̅𝑃̅̅𝑈̅ Mean of the CPU time of training 𝑐𝑑𝑎𝑘𝑐 Concept drift amount in kth dataset for class c 𝑑𝑗 Binary decision for selecting feature 𝒙𝑗 𝑒𝑟𝑘𝑐 Calculated error for class c in the kth dataset ̅𝐹̅1 Mean of the F1 score ℎ1, ℎ2, ℎ3 Tank levels in three tanks case study i=1,2,.......I Index of sample j=1,2,.......J Index of feature k=1,2,......K Index of dataset k* Index of reference dataset m, n Arbitrary values ̅𝑁̅𝑆̅̅𝑉̅ Mean of the number of the support vectors 𝑃𝑘𝑐 Precision of class c in kth dataset
𝑐 Updated set of cluster c 𝐴𝑘 Set of all the provided augmented datasets with the kth dataset and
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