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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Design and Development of Optimal Causal Probability Decision Tree by computing path probability of Internal Causality nodes |
| Authors Name: | S.SAJIDA , Dr.K.VijayaLakshmi |
| Unique Id: | IJSDR2211051 |
| Published In: | Volume 7 Issue 11, November-2022 |
| Abstract: | Data becomes the driving force of the modern world, almost everyone has come across terms like data science, machine learning, artificial intelligence, and data mining. A tree has many real-world analogies, and it turns out that it has influenced a broad area of machine learning, including classification and regression. A decision tree can be used in decision analysis to visually and explicitly represent to make decisions. Though it is a common tool in data mining for developing a strategy to achieve a specific goal, it is also widely used in machine learning, which will be the primary focus in this research paper. Since the trees are generated with a cause and effect relationship, the decision tree's consequence is a Causal probability decision tree. The author proposed a metric for evaluating the Finest Causal Probability Decision Trees by Computing Path Probability of Internal Causality Nodes. |
| Keywords: | Decision Tree, Optimal Probability, Correlation, Causal inference internal node Causality,path probability,path scores |
| Cite Article: | "Design and Development of Optimal Causal Probability Decision Tree by computing path probability of Internal Causality nodes", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.7, Issue 11, page no.316 - 319, November-2022, Available :http://www.ijsdr.org/papers/IJSDR2211051.pdf |
| Downloads: | 000337074 |
| Publication Details: | Published Paper ID: IJSDR2211051 Registration ID:202526 Published In: Volume 7 Issue 11, November-2022 DOI (Digital Object Identifier): Page No: 316 - 319 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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