Someswar Pal has Published 59 Articles

Understanding Weibull PPCC plot in Machine Learning

Someswar Pal

Someswar Pal

Updated on 29-Sep-2023 11:59:41

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

How to send Custom Json Response from Rasa Chatbot's Custom Action?

Someswar Pal

Someswar Pal

Updated on 29-Sep-2023 11:57:54

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

Goldfeld-Quandt Test in Machine Learning: An Exploration of Heteroscedasticity Assessment

Someswar Pal

Someswar Pal

Updated on 29-Sep-2023 11:48:58

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

What is Continuous Kernel Convolution in machine learning?

Someswar Pal

Someswar Pal

Updated on 29-Sep-2023 11:38:19

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

How to Use Bidirectional LSTM for Emotion Detection in Machine Learning?

Someswar Pal

Someswar Pal

Updated on 29-Sep-2023 11:14:23

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

Maximum Spanning Tree using Prim’s Algorithm

Someswar Pal

Someswar Pal

Updated on 28-Jul-2023 12:24:43

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

Find a node such that all paths from that node to leaf nodes are of the same color

Someswar Pal

Someswar Pal

Updated on 28-Jul-2023 12:02:58

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

Cayley’s Formula

Someswar Pal

Someswar Pal

Updated on 28-Jul-2023 12:01:03

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

Java Program to Optimize Wire Length in Electrical Circuit

Someswar Pal

Someswar Pal

Updated on 28-Jul-2023 11:49:33

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

Breadth First Traversal (BFS) on a 2D array using JAVA.

Someswar Pal

Someswar Pal

Updated on 28-Jul-2023 11:38:26

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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