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International Journal of Recent Technology and Engineering (IJ RTE) ISSN: 22773878, Volume8 Issue2S7, July 2019Development of Feature Extraction on Leaf Image for Medicinal Plants Identification Things
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Understand the goal of the feature extraction process
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Collect and preprocess the data to be used for feature extraction
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Select the appropriate feature extraction techniques based on the data and goals
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Extract features from the data using the chosen techniques
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Evaluate the extracted features for their effectiveness in achieving the goal
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Iteratively refine the feature extraction process based on evaluation results

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Development of feature extraction involves creating methods to identify and select relevant features from data that can improve the performance of a model by reducing complexity and enhancing accuracy.
Individuals or organizations involved in data science, machine learning, or any analytical projects that depend on extracting significant features from data should file for development of feature extraction.
To fill out the development of feature extraction, one should provide detailed descriptions of the methodologies used, types of data processed, feature selection criteria, and any algorithms implemented.
The purpose of development of feature extraction is to simplify the dataset, reduce overfitting, enhance model performance, and ensure that the most pertinent information is utilized for analysis or prediction.
Information that must be reported includes the dataset characteristics, feature extraction techniques applied, results of the extraction, and implications for future analysis.
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