Design and Development of Optimal Causal Probability Decision Tree by computing path probability of Internal Causality nodes
S.SAJIDA
, Dr.K.VijayaLakshmi
Decision Tree, Optimal Probability, Correlation, Causal inference internal node Causality,path probability,path scores
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.
"Design and Development of Optimal Causal Probability Decision Tree by computing path probability of Internal Causality nodes", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.7, Issue 11, page no.316 - 319, November-2022, Available :https://ijsdr.org/papers/IJSDR2211051.pdf
Volume 7
Issue 11,
November-2022
Pages : 316 - 319
Paper Reg. ID: IJSDR_202526
Published Paper Id: IJSDR2211051
Downloads: 000347192
Research Area: Computer Science & Technology
Country: TIRUPATI, ANDHRA PRADESH, India
ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: IJSDR(IJ Publication) Janvi Wave
