Category Archives: Uncategorized

Here in this article, you can know by example how such texts are produced and their solutions, how to avoid it in the future. Problem Explained and fixes needed in bots. The chatbots can be changing the modes of operation from — poetic to fictional to Shakespeare humor to even threat mode, maybe yesterday’s copilot breakdownContinue reading

Google Gemini versus chatGPT

Finally, I got to use Google Gemini. Here are some of the prompts that I tested on Google Gemini and chatGPT along with results screenshots. So, who is better Google Gemini or chatGPT ? See yourself! It refuses to answer! ———————————— II. Prompt: Ok, tell me about a crocodile who can jump on trees likeContinue reading “Google Gemini versus chatGPT”

Various SVM-based classification in Python for Colon Cancer Dataset

#svm #machinelearning #ai Note: The article is also on authors medium.com account in duplicate. Here in this article, you will find SVM-based classification running codes for all kinds of SVM classifications. SVM (Support Vector Machines) are classification engines popularly known for 2-class classification since it separates data into 2-class by separating hyperplanes (See below theContinue reading “Various SVM-based classification in Python for Colon Cancer Dataset”

Decision Making Using Rough Set based Spanning Sets for Decision System

Abstract: Rough Set based concepts of Span and Spanning Sets were recently proposed to deal with uncertainties in data. Here, this paper, presents novel concepts for generic decision-making process using Rough Set based span for a decision table. Majority of problems in Artificial Intelligence deal with decision making. This paper provides real life applications ofContinue reading “Decision Making Using Rough Set based Spanning Sets for Decision System”

Word Sense Disambiguation Variation in Python

This is a code for word sense evaluation where in instead of bag of common words, we use similarity between the senses and the target word in sense to be evaluated. The algorithm is similar to Simplified Lesk Algorithm but in place of counting common words between the context of word and the sense lemmaContinue reading “Word Sense Disambiguation Variation in Python”

SVD on Text Embedding- AI Exercise

#AI-Exercise In this article you would find points to solve a exercise in AI in which further reduction of dimension shall be validated. The aim of this Exercise is to study text data in lower dimensions with text data represented in word embeddings. Compute the SVD of the matrix to analyze the impacts of usingContinue reading “SVD on Text Embedding- AI Exercise”

Sentiments with Large Language Models as multi-class classifications problem

  Abstract: Sentiment analysis has been a topic of many researches and interest. In this article, computational steps are shown and worked out to show, how we can have multiple centers in the sentiment classification task. This does not stop the existing works but provides more avenues to open to research applications more. Conceptualise aContinue reading “Sentiments with Large Language Models as multi-class classifications problem”

Donations, Global Donation Software based Charts, Timelines & Methodologies – Research Based Analysis – Part I

Why, donations? People donate for various reasons, these are personal preference, if this is ones own hard work, without any kind of assistance, direct or indirect. Typically, we believe, if the money generated, is from a source, under some liability, one may be entailed, to be answerable, to the processes, that generated the revenue, justContinue reading “Donations, Global Donation Software based Charts, Timelines & Methodologies – Research Based Analysis – Part I”