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precision-score

Here are 7 public repositories matching this topic...

FaezehAbedi2023 / Statistical-Analysis-in-Sensor-Data-Processing-with-Machine-Learning-Models

This project develops an activity recognition model for a mobile fitness app using statistical analysis and machine learning. By processing smartphone sensor data, it extracts features to train models that accurately recognize user activities.

python numpy scikit-learn pandas matplotlib confusion-matrix histograms svm-classifier f1-score correlation-matrix decisiontreeclassifier accuracy-score randomforestclassifier smote-sampling precision-score recall-score smote-oversampler preprocessing-data

Updated Aug 6, 2024
Jupyter Notebook

muhammad3245571106 / Student-Grade-Prediction

This is the Data Mining Project for predicting the student's grade before the final and Mid-2 examination. I use Python and Jupyter Notebook for this Project.

python numpy sklearn jupyter-notebook pandas matplotlib confusion-matrix pyplot f1-score kneighborsclassifier gridsearchcv decisiontreeclassifier accuracy-score standardscaler train-test-split labelencoder precision-score recall-score

Updated Jun 23, 2024
Jupyter Notebook

shubhamgoyal575 / ECommerce-Product-Categorization

This project classifies e-commerce products into predefined categories using machine learning. It includes preprocessing steps like stopword removal, punctuation cleaning, and feature extraction. Models, including LSTM, are implemented, and evaluated for better accuracy.

data-science machine-learning natural-language-processing deep-learning exploratory-data-analysis machine-learning-algorithms data-visualization data-analysis artificial-neural-networks logistic-regression confusion-matrix data-preprocessing naive-bayes-algorithm data-cleaning hyperparameter-tuning random-forest-classifier long-short-term-memory accuracy-score precision-score

Updated Mar 3, 2025
Jupyter Notebook

iamkirankumaryadav / Improvement

Improving a Machine Learning Model

python numpy pandas matplotlib f1-score gridsearchcv accuracy-score randomizedsearchcv randomforestclassifier randomized-search-cross-validation grid-search-cross-validation precision-score recall-score

Updated Jun 5, 2020
Jupyter Notebook

maheera421 / Heart-Disease-Diagnosis-Model

A machine learning project designed to predict the likelihood of heart disease based on a set of health indicators.

visualization sklearn exploratory-data-analysis estimators confusion-matrix roc-curve hyperparameter-tuning classification-report f1-score feature-importance random-forest-classifier accuracy-score train-valid-test precision-score recall-score

Updated Oct 5, 2024
Jupyter Notebook

MelRojas / Spam-Filter

numpy scikit-learn pandas python3 spacy naive-bayes-classifier bag-of-words count-vectorizer f1-score multinomial-naive-bayes laplace-smoothing accuracy-score precision-score recall-score

Updated Feb 1, 2025

Tanzim-prog / sentiment_analysis_ml_stringdata

The motive of this project is to find out the customer satisfaction of some residential hotels of Dhaka.

nlp machine-learning sentiment-analysis numpy scikit-learn pandas nltk classification logistic-regression confusion-matrix model-evaluation f1-score accuracy-score modelbuilding precision-score recall-score

Updated Sep 19, 2024
Python

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