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gridsearch-tuning

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Vinicius999 /ICU-beds-forecast-covid-19-Brazil

Predição do percentual de ocupação de leitos de UTI no Brasil devido a pandemia do COVID-19 tendo como base a evolução da vacinação, usando Support Vector Regression (SVR)

python numpy sklearn plotly pandas matplotlib support-vector-regression covid-19 gridsearch-tuning

UpdatedDec 10, 2022
Jupyter Notebook

Safaa-p /MUlti-class-classification-using-Deep-Learning

This is a multiclass image classification problem. There data contains images from 6 categories 'buildings','forest','glacier','mountain','sea','street'. The aim is to develop a machine learning model that correctly classifies an input image into one of the categories

deep-learning feature-extraction dropout classification resnet regularization transfer-learning vgg16 bayesian-optimization fine-tuning mobile-net gridsearch-tuning

UpdatedDec 4, 2023
Jupyter Notebook

halepino /FetalHealth_PredictiveAnalytics

Machine learning project to predict fetal heart health outcomes from CTG exam data.

machine-learning neural-network classification fetal-heart-rate naive-bayes-classification mlp-classifier gridsearch-tuning

UpdatedApr 16, 2024
Jupyter Notebook

sxhixho /Mushroom_Classification

Muchroom Classification using several ML algorithms after applying Label Encoding & One-Hot Encoding

random-forest svm sgd logistic-regression decision-trees hyperparameter-tuning binary-classification overfitting label-encoding one-hot-encoding gridsearch-tuning

UpdatedJan 27, 2025
Jupyter Notebook

AncaPitigoi /car-risk

This project attempts to forecast the vehicle risk rating for an insurance company. Different data mining applications will be used and compared to see which one is best fit for this dataset.

data-mining random-forest data-validation functions svm python-3 decision-trees principal-component-analysis hyperparameter-tuning model-comparison correlation-matrix gridsearch-tuning

UpdatedNov 5, 2024
Jupyter Notebook

vicaaa12 /machine-learning

machine learning

python machine-learning performance-metrics performance-analysis alpha confusion-matrix regression-models alpha-beta-pruning hyperparameter-tuning decision-tree-classifier normalization decision-tree-model features-extraction feature-visualization gini-impurity recall-precision gini-importance performance-improvements gridsearch-tuning explotary-data-analysis

UpdatedFeb 29, 2024
Jupyter Notebook

Billie-LS /modeling_da_loans

Using supervised learning on Lending Club loan data to predict default and / or bad loans

data-science machine-learning aws-lambda pca-analysis hyperparameter-optimization hyperparameter-tuning partial kaggle-dataset supervised-machine-learning gridsearch kaggle-api aws-sagemaker xgboost-classifier xgbclassifier standard-scaler gridsearch-tuning

UpdatedDec 27, 2022
Python

nandhakeshore /Customer-Churn-Analysis

Analyzing e-Commerce company customer churn and providing business recommendations

machine-learning exploratory-data-analysis performance-metrics model-validation model-building feature-importance exploratory-data-visualizations classification-model customer-churn-analysis business-recommendation gridsearch-tuning business-report

UpdatedJul 27, 2023
Jupyter Notebook

Srking501 /csc8635_coursework

A summative coursework for CSC8635 Machine Learning with Project

machine-learning ai tensorflow evaluation keras image-processing hyperparameter-optimization image-classification resnet data-preprocessing hyperparameter-tuning evaluation-metrics cifar10 keras-tensorflow resnet-50 cifar-10 gridsearch data-exp keras-tuner gridsearch-tuning

UpdatedJun 7, 2024
Jupyter Notebook

nandhakeshore /Wine-Sales-Forecast-TimeSeriesForecasting

Analyzing and Forecasting of two different Wines' Sales by using Time Series Forecasting modelling

exploratory-data-analysis insights model-validation arima-model timeseries-analysis exploratory-data-visualizations timeseries-forecasting sarima-model business-recommendation gridsearch-tuning business-report

UpdatedJul 27, 2023
Jupyter Notebook

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