[This article was first published on Getting Genetics Done, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers?…
Category: Blogging
Beyond ARMA-GARCH: leveraging model-agnostic Machine Learning and conformal prediction for nonparametric probabilistic stock forecasting (ML-ARCH)
Probabilistic (not point forecasting) stock forecasting is notably useful for testing trading strategies or risk capital valuation. Because stock prices exhibit a latent stochastic volatility, this type of forecasting methods relies on…
Containerizing Shiny Apps with {shiny2docker}: A Step-by-Step Guide
[This article was first published on Rtask, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here…
Benchmarks vs. Baselines: When ‘Above Average’ Isn’t Good Enough
[This article was first published on Stencilled, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here…
LGBTQ+ Pride Month
This is the start of Pride month. I have friends, acquaintances, and family members in most if not all LGBTQ+ categories, and probably you do too although you may not know…
Permutations and SHAPley values for feature importance in techtonique dot net’s API (with R + Python + the command line)
Feature importance is a crucial aspect of machine learning model interpretation, helping us understand which features contribute most to a model’s predictions. In this blog post, we’ll explore two popular methods for…
Which patient is going to survive longer? Another guide to using techtonique dot net’s API (with R + Python + the command line) for survival analysis
In today’s post, we’ll see how to use rush and the probabilistic survival analysis API provided by techtonique.net (along with R and Python) to plot survival curves . Note that the web…
Harnessing the Power of techtonique.net: A Comprehensive Guide to Machine Learning Classification via an API
In today’s data-driven world, machine learning classification tasks are ubiquitous across various domains. While building and deploying machine learning models can be complex, APIs provide a convenient way to leverage powerful classification…
How long must I wait until something happens: A Comprehensive Guide to Survival Analysis via an API
Survival analysis is a statistical method used to analyze the expected duration of time until one or more events happen, such as death in biological organisms and failure in mechanical systems. This…
Will my apartment in 5th avenue be overpriced or not? Harnessing the power of www.techtonique.net (+ xgboost, lightgbm, catboost) to find out
This blog post demonstrates how to use the machine learning conformal regression (higher-quality prediction intervals, see https://conformalpredictionintro.github.io/) REST API provided by techtonique.net (the latest updates are in the new the API’s blog)…