To capitalize the 1st letter of the sentence and depart all other letters as lowercase, select Sentence case.
You might want to run the AI design on data sources like conversations to discover intent teams and connected intents.
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Artificial Minority Oversampling Strategy (SMOTE) is usually a statistical technique for expanding the number of cases with your dataset in the balanced way. The ingredient will work by building new cases from current minority cases you supply as enter. This implementation of SMOTE does not
To raise the amount of cases, you could set the value of SMOTE proportion, through the use of multiples of 100, as follows:
This paper has an excellent summary of the consequences and on the theoretical validity of making use of SMOTE in this sort of cases: Blagus and Lusa: SMOTE for top-dimensional class-imbalanced information.