Classification and Optimization of chemical Drugs.

  • Unique Paper ID: 146848
  • Volume: 5
  • Issue: 2
  • PageNo: 87-89
  • Abstract:
  • In data mining, classification is supervised learning method that can be used to design model which are describing important data classes. Classification in chemical drugs or medicine field is distinct from other field. There are large numbers of chemical and biomedical drug dataset which are necessary to classify the drugs. K-Nearest Neighbor is simple efficient method used to classify chemical drug dataset. Optimization technique is used to optimal solution, which are enhanced knowledge based classification.It will assign weigh value based on gradient descent algorithm which has better influenced of classification model.
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Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{146848,
        author = {Pradip A. Sarkate and A. V. Deorankar},
        title = {Classification and Optimization of chemical Drugs.},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {5},
        number = {2},
        pages = {87-89},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=146848},
        abstract = {In data mining, classification is supervised learning method that can be used to design model which are describing important data classes. Classification in chemical drugs or medicine field is distinct from other field. There are large numbers of chemical and biomedical drug dataset which are necessary to classify the drugs. K-Nearest Neighbor is simple efficient method used to classify chemical drug dataset. Optimization technique is used to optimal solution, which are enhanced knowledge based classification.It will assign weigh value based on gradient descent algorithm which has better influenced of classification model.},
        keywords = {chemical medicine classification, data mining, k-NN algorithm,Optimization,Gradient descent algorithm},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 5
  • Issue: 2
  • PageNo: 87-89

Classification and Optimization of chemical Drugs.

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