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Unleashing the Power of Pre-existing Knowledge in Machine Learning : K-Based Classifiers

Knowledge-Based Classification Algorithms Knowledge-Based Classification Algorithms Knowledge-based classification algorithms refer to a category of machine learning algorithms that employ pre-existing knowledge or rules to classify novel instances or data points. The algorithms in question are dependent on a knowledge base, which is a compilation of established patterns, rules, or associations among attributes, for the purpose of predicting outcomes or assigning class designations to unobserved data. In contrast to conventional classification algorithms that acquire patterns or rules directly from the training data, knowledge-based classification algorithms utilise pre-existing knowledge or domain expertise to steer the classification procedure. Pre-existing knowledge can be sourced from human experts or obtained from pre-existing resources such as databases, ontologies, or expe...

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The Eco-Friendly Way to Build: Making Cow Dung Bricks with Biochar and Lime

Build a greener future with biochar and lime-infused cow dung bricks If you're looking for an eco-friendly and sustainable way to build, consider making cow dung bricks. Not only are they a low-cost alternative to traditional fired clay bricks, but they also use waste materials like cow dung and biochar. Biochar is a charcoal-like substance that is made by burning organic materials in the absence of oxygen. It is a byproduct of biomass pyrolysis, a process that turns plant waste into energy. Biochar is known for its high carbon content, which makes it an excellent soil amendment and a potential solution to reducing greenhouse gas emissions. To make cow dung bricks with biochar, you will need the following materials: 1)   Cow dung 2)   Biochar 3)   Lime or Chona  4)   Methi water (Water fermented with fenugreek seeds) Here's a step-by-step guide on how to make cow dung bricks using these materials: Mix the cow dung with biochar and lime in a 2...

Deciphering Government Priorities: A Framework to Evaluate Empathy, Preparedness, and Corruption

 In the aftermath of a recent train accident in Orrisa,  India, it has become glaringly evident that there were significant deficiencies in the railway safety system. This tragic event, which abruptly claimed numerous lives, underscores the need for a comprehensive understanding of the government's empathy, preparedness for disaster, and potential corruption. This article aims to equip you with a robust framework for assessing these critical aspects. By examining the data from the previous year, we can gain valuable insights into the government's priorities and actions. Railway Safety Measures: A thorough audit of the safety protocols in place can reveal the government's commitment to ensuring the well-being of its citizens. If the government is cutting budgets in this context and ignoring railway safety issues, then it either does not care unless an incident like a train accident happens, or the budgets are being utilized for some other purposes. Railway Maintenance Measur...

Fireproofing Cow Dung Bricks

     Yes ,  Cow Dung Bricks Can be Made   Fire Proof “ The construction industry has a significant impact on the environment, but recent developments in sustainable living have paved the way for eco-friendly options like cow dung bricks. This article explores how the incorporation of natural materials can enhance the fire resistance of cow dung bricks, making them the future of brick-making .”                                                                                                                                                ...