Unplanned Train-Test Split is not Always Acceptable!
ArticleVideo Book This article was published as a part of the Data Science Blogathon A stochastic test/train split well attends most fabulous data science projects. …
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Classification of Crops using Machine Learning!
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Today, we have Agriculture data set with us for better …
Reproducible ML Reports Using YAML Configs (with codes)
ArticleVideo Book This article was published as a part of the Data Science Blogathon Research is to see what everybody else has seen and to …
Ultimate Beginner’s Guide to Win Classification Hackathons with a Data Science Use Case
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview This article is a continuation and Part 2 of …
Let’s Solve Overfitting! Quick Guide to Cost Complexity Pruning of Decision Trees
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Understanding the problem of Overfitting in Decision Trees and solving …
Decision Tree vs. Random Forest – Which Algorithm Should you Use?
ArticleVideo Book A Simple Analogy to Explain Decision Tree vs. Random Forest Let’s start with a thought experiment that will illustrate the difference between …
A Beginner’s Guide to Random Forest Hyperparameter Tuning
ArticleVideo Book Introduction to Random Forest What’s the first image that comes to your mind when you think about Random Forest? It conjures up …
Build a Decision Tree in Minutes using Weka (No Coding Required!)
ArticleVideo Book Learn how to build a decision tree model using Weka This tutorial is perfect for newcomers to machine learning and decision trees, …
Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures
ArticleVideo Book Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The authors analyze four popular …
Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!)
ArticleVideo Book Overview A fascinating deep dive into the problem of how many classes should you use in a classification problem The authors present …
