by Suf | Nov 10, 2024 | Programming, R, Statistics
Table of Contents What is Tukey’s Fences? Calculating Tukey’s Fences Assumptions and Limitations of Tukey’s Fences Conclusion Tukey’s Fences is a statistical method used for outlier detection, offering a clear and effective way to identify data...
by Suf | Nov 10, 2024 | Programming, R, Statistics
Table of Contents Introduction to the Central Limit Theorem The Formula for the Central Limit Theorem Properties of the Central Limit Theorem Example: Starting with a Uniformly Distributed Sample Building the Sampling Distribution of the Mean Understanding Sampling...
by Suf | Nov 10, 2024 | Programming, R, Statistics
Table of Contents What is Mean Absolute Error? Example 1: Simple MAE Calculation with Two Vectors Example 2: MAE Calculation for a Linear Regression Model Visualizing the Results Creating an MAE Function for Reusability Conclusion Mean Absolute Error (MAE) is a...
by Suf | Nov 10, 2024 | Programming, R, Statistics
Table of Contents What is Root Mean Squared Error? Real-Life Example: Predicting Temperature Step 1: Manually Calculating RMSE in R Step 2: Visualizing Observed vs. Predicted Values Step 3: Creating an RMSE Function for Reusability Step 4: Using the Metrics Package...
by Suf | Oct 19, 2024 | DSA, Java, Sorting Algorithms
Insertion Sort is a fundamental algorithm in computer science. It is known for its simplicity and ease of implementation, making it an excellent starting point for beginners learning about sorting algorithms. In this blog post, we’ll cover: How Insertion Sort...
