5 min
Statistics
Brier Score – How to measure accuracy of probablistic predictions
Brier score is an evaluation metric that is used to check the goodness of a predicted probability score. This is very similar to the...
#Blogs
6 articles
5 min
10 min
Python
Python Regular Expressions Tutorial and Examples: A Simplified Guide
Regular expressions (regex) let you search, extract, and manipulate text patterns in Python. They power text validation, NLP projects, and text mining workflows. Regular...
10 min
Machine Learning
Evaluation Metrics for Classification Models – How to measure performance of machine learning models?
Choosing the right evaluation metric for classification models is important to the success of a machine learning app. Monitoring only the ‘accuracy score’ gives...
12 min
Machine Learning
Logistic Regression – A Complete Tutorial With Examples in R
Logistic regression is a predictive modelling algorithm that is used when the Y variable is binary categorical. That is, it can take only two...
9 min
Statistics
How to implement common statistical significance tests and find the p value?
How to implement and interpret the commonly used statistical significance tests in R? Understand the purpose, when to use and how to interpret the...
16 min
Machine Learning
Complete Introduction to Linear Regression in R
We have covered the basic concepts about linear regression. Besides these, you need to understand that linear regression is based on certain underlying assumptions...
