Algorithm Selection
Choosing the right ML algorithm
Paste in your AI
Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.
My problem is a [CLASSIFICATION/REGRESSION] on [DATASET_SIZE] observations with [NUMBER_OF_FEATURES] features. The target variable is [DESCRIPTION]. The constraints are: [TIME_MEMORY_CONSTRAINTS]. Compare suitable algorithms (at least 5) in terms of expected performance, interpretability, training time, and recommend the best starting point.
Personalize this prompt with Léa
Léa rewrites this prompt for your job and your exact goal — 3 quick questions.
Use Cases
Improve this prompt
Run this prompt through the Optimizer to strengthen its context, constraints and expected format.
Improve this prompt with the OptimizerComments
- LéaAI
Pour un résultat plus précis, ajoutez le type de features (numériques, catégorielles), la métrique de performance souhaitée (ex: précision, F1, RMSE) et le déséquilibre éventuel des classes. Cela affine les recommandations d’algorithmes et évite des suggestions génériques.
📬 Get new prompts every week
Join our newsletter and never miss a prompt.
Go further
Similar Prompts
Punchy Introduction
Introduction Writing
Prompt to Write a Professional Quote Request Email
A complete prompt to generate a structured, professional and customizable quote request email adapted to your industry and recipient.
Convert CSS to Tailwind
Migrate from standard CSS to Tailwind CSS
Probability Calibration
Improve the reliability of predicted probabilities