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Someswar Pal has Published 59 Articles
Someswar Pal
55 Views
Introduction In machine learning, the Weibull Probability Plot Correlation Coefficient (PPCC) plot is used to examine the data's assumed distribution. It helps evaluate the accuracy of machine learning models and sheds light on whether or not the Weibull distribution is a good fit for representing the data. The Weibull PPCC ... Read More
Someswar Pal
245 Views
Introduction Rasa Chatbot's developer-friendly custom actions allow for the generation of arbitrary JSON answers. It facilitates the development of dynamic and customized JSON answers. Rasa Chatbot is a flexible platform for developing conversational AI chatbots. Natural language processing and conversational management are brought together in this paradigm. Using custom ... Read More
Someswar Pal
157 Views
Introduction The variance of the error terms in a regression model varies across the levels of the independent variables. This phenomenon is known as heteroscedasticity. It goes against the homoscedasticity or constant variance assumption of traditional linear regression. Coefficient bias, ineffective standard errors, and erroneous findings from hypothesis testing are ... Read More
Someswar Pal
72 Views
The remarkable progress of machine learning has revolutionized numerous domains by empowering computers to uncover patterns and make well-judged predictions based on data. When it comes to processing images, one particularly powerful tool that has emerged is Convolutional Neural Networks (CNNs). These networks possess remarkable worthiness to efficiently capture local ... Read More
Someswar Pal
60 Views
Emotion detection is a fascinating subject of machine learning that has sparked a lot of sustentation in recent years. Understanding and assessing human emotions from text data offers a wide range of applications, including sentiment wringing in consumer feedback, social media monitoring, and developing virtual teammate abilities. Among the several ... Read More
Someswar Pal
929 Views
Introduction One of the most important ideas in graph theory and data structures is the Maximum Spanning Tree using Prim's Algorithm. It tries to find the tree that links all of the points in a graph with the most weighted edges overall. Prim's Algorithm quickly finds this tree by adding ... Read More
Someswar Pal
142 Views
Introduction In data structures, one of the most important problems is to find a node in a tree where all lines from that node to the leaf nodes have the same color. This topic looks at how graph theory and depth-first search methods can be used to find these nodes ... Read More
Someswar Pal
103 Views
Introduction Arthur Cayley came up with Cayley's Formula in the middle of the 19th century. It is one of the most important results in combinatorics and group theory. It says that every finite group can be shown as a permutation group on its own elements. Counting spanning trees in both ... Read More
Someswar Pal
48 Views
Introduction The introduction to the Java Program to Optimize Wire Length in Electrical Circuit provides a comprehensive overview of the optimization of electrical circuits. It emphasizes the importance of optimizing the wire length in circuit design. The primary goal of the Java program is to develop an algorithm that intelligently ... Read More
Someswar Pal
1K+ Views
Introduction Breadth-First Traversal (BFS) is a graph traversal technique that begins at a source cell and moves outward, layer by layer, to reach all nodes in a 2D array. It visits nodes in order of their distance from the source, beginning with the closest ones and working its way outward. ... Read More
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