Christine Perez edited subsubsection_Data_Implementation_Once_the__.tex  about 8 years ago

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\subsubsection{Data Implementation}  Once the model is established, a prototype is developed which received a series of manually inputted hand gestures, is processed by the Iterative Dichotomizer 3 (ID3), which evaluates the input, and arrives with a feedback. An agile approach is to be implemented by the researchers because of its adaptability and flexibility. The increased flexibility gives the researchers more insight on the development of the study.  \subsubsection{Data Analysis} \subsubsection{Testing and Evaluation}  A testing procedure was made by the researchers. This procedure was done in iteratively until the model produced satisfactory and accurate results. This will help ensure a good accuracy rating for the study. To test the model, one kind of testing method will be used with the model to the entire data set. Should the results show no significant results, further data gathering may be done or an improved strategy in data gathering and modeling will be necessary. Another data collection scheme will be created to validate if the model generated with the initial set is consistent with the newly-gathered data.\ \  These methods are applied in order to analyze the accuracy of the prototype: prototype:\\