Machine Learning classification problem displayed with Flask Application
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Jun 21, 2022 - Python
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wine-quality
Here are 27 public repositories matching this topic...
Building classification models to predict quality of wines. (Accuracy = 71.33%)
data-science machine-learning classification-algorithm wine-quality wine-quality-prediction wine-dataset wine-dataanalysis wine-quality-analysis
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Mar 7, 2023 - Python
Wine Predicts
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Jan 3, 2021 - Python
Predicting wine quality using machine learning
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May 18, 2021 - Python
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Jul 31, 2020 - Python
Predicting the quality of a good bottle of wine
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Dec 13, 2017 - Python
Classification of wine quality using a hard_parzen and a soft_parzen with gaussian kernel models - Machine Learning course (IFT3395)
machine-learning classification optimisation wine-quality gaussian-kernel parzen-window validation-set test-set hard-parzen soft-parzen
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Jan 13, 2025 - Python
This project is designed to predict the quality of red or white wine based on various features. It utilizes Streamlit for the user interface and incorporates machine learning models from scikit-learn.
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Apr 1, 2024 - Python
Example data-science web application, from "Hello, World!" to app
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Oct 26, 2024 - Python
K means clustering implementation on the wine quality dataset
machine-learning clustering kaggle wine-quality machine-learning-tutorials k-means-clustering kmeans-clustering-algorithm wine-quality-prediction the-ai-and-ds-channel
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Jan 24, 2022 - Python
Using Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) on same dataset and analyzing the best one
data-science machine-learning feature-extraction dimensionality-reduction logistic-regression confusion-matrix linear-discriminant-analysis principle-component-analysis wine-quality
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Apr 20, 2020 - Python
ML algorithms for Regression, Classification, Clustering and Dimensional Reduction applied in a Wine Quality Dataset.
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Jan 12, 2022 - Python
Predict wine quality using a machine learning model (Random Forest) served with FastAPI. Includes containerization with Docker and monitoring via Prometheus and Grafana.
api docker machine-learning random-forest grafana prometheus cloudcomputing wine-quality fastapi railway-app playwithdocker
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May 30, 2025 - Python
Wine-quality has been predicted through supervised learning using regression and classification models.
random-forest regression lasso supervised-learning classification predictive-analysis support-vector-machines principal-component-analysis wine-quality ridge
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Nov 20, 2018 - Python
A feedforward neural network to predict wine quality based on a number of scientific factors. NOTE: This is purely an educational project. This is neither an efficient nor realistic neural network for commercial use.
python machine-learning neural-network ml feedforward-neural-network from-scratch loss-functions wine-quality educational-project activation-functions
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Oct 27, 2020 - Python
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Apr 12, 2020 - Python
Having fun with MLOPS: Wine Stuff
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Aug 20, 2023 - Python
In this project I did lot of efforts because the dataset used was imbalanced that's why i couldn't find any ML algorithms that gave me good results, I tried different Sampling techniques, although nothing happened. Finally I build this project using ANN and got an 77% accuracy and also very good precision, recall and f1 score.
deep-learning artificial-neural-networks wine ann wine-quality white-wine-quality wine-quality-prediction wine-quality-predictor
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Sep 20, 2024 - Python
We're going to use some models to predict the Datasets and show the predictions results in a table.
ai naive-bayes adaboost predictions knn iris-dataset wine-quality titanic-dataset decisiontreeregressor
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Jan 23, 2023 - Python
A neural network for wine quality prediction
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Oct 31, 2020 - Python
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