Detecting and reducing overfitting
Improving model generalization
Paste in your AI
Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.
My [MODEL_TYPE] achieves [TRAIN_SCORE] on the training set and [VAL_SCORE] on the validation set, indicating overfitting. The features used are [FEATURE_LIST]. Propose 5 concrete techniques to reduce overfitting, including Python code, parameters to adjust, and expected impact for each.
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
Pensez à préciser le volume de données et l’architecture exacte (ex. « 10k échantillons, RandomForest max_depth=18 ») : sans ce contexte, les 5 techniques resteront génériques. Ajoutez aussi une contrainte opérationnelle (latence, interprétabilité) pour que les solutions soient réellement applicables.
📬 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