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GitHub topics: featureimportance

pavankethavath/Car_dekho_car_price_prediction

A Streamlit web app utilizing Python, scikit-learn, and pandas for used car price prediction. Features data preprocessing (scaling, encoding), Random Forest model optimization with GridSearchCV, and interactive user input handling. Achieves high accuracy (R² score: 0.9028), showcasing skills in machine learning, data engineering, and deployment.

Language: Python - Size: 182 MB - Last synced at: 24 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

Niteshchawla/OLA-EnsembleLearning

Recruiting and retaining drivers is seen by industry watchers as a tough battle for Ola. Churn among drivers is high and it’s very easy for drivers to stop working for the service on the fly or jump to Uber depending on the rates.

Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Niteshchawla/LoanTap-LogisticRegression

Given a set of attributes for an Individual, determine if a credit line should be extended to them. If so, what should the repayment terms be in business recommendations?

Language: Jupyter Notebook - Size: 2.29 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

LHarieswar/Bike-Sharing-Demand-Prediction

Supervised ML Regression Project on Bike Demand Predicting

Language: Jupyter Notebook - Size: 8.35 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

praveendecode/IITM_ML_Project

Designed an end-to-end ML model pipeline, forecasting department-wide sales by accounting for holiday markdown effects, spanning data collection to inferencing.

Language: Jupyter Notebook - Size: 4.63 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

praveendecode/Retail-Revenue-Forecasting

Designed an end-to-end ML model pipeline, forecasting department-wide sales by accounting for holiday markdown effects, spanning data collection to inferencing.

Language: Jupyter Notebook - Size: 5.04 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 2

Related Keywords
featureimportance 6 machine-learning 4 python 4 hyperparameter-tuning 3 feature-engineering 3 encoding 3 random-forest 3 azure 2 precision-recall 2 confusion-matrix 2 docker 2 roc-auc-curve 2 regression 2 modelbuilding 2 smote-sampling 2 pandas 2 numpy 2 feature-selection 2 datapreprocessing 2 seaborn 1 xgboost-regression 1 optimization-algorithms 1 matplotlib 1 linear-regression 1 knearest-neighbor-regressors 1 dataanalysis 1 deployments 1 dockerimage 1 machine-learning-algorithms 1 collection 1 data 1 exploratory-data-analysis 1 model 1 modeldeployment 1 modelselction 1 report 1 tableau 1 datacleaning 1 eda 1 feature-extraction 1 fine-tuning 1 minmaxscaling 1 normalization 1 pickle 1 prediction-model 1 randomsearch-cv 1 streamlit 1 bagging-ensemble 1 ensemble-learning 1 gridsearchcv 1 scaling-methods 1 logistic-regression 1 pandas-python 1 sklearn-metrics 1 decision-trees 1 evaluation-metrics 1 gradientboostingregressor 1