gradient-boosting-regression

There are 0 repository under gradient-boosting-regression topic.

silverrainb / bitcoin-price-pred
Predict bitcoin price using gold and S&P 500 data implementing LSTM, Gradient Boosting Regression, and Random Forest
lstm keras-tensorflow python scikit-learn bitcoin-price-prediction gradient-boosting-regression random-forest btc ensemble
Language:HTML 9
dharmikbanka23 / Insurance-Product-Purchase-Prediction
This project aims to develop a predictive model estimating insurance coverage costs for customers based on their attributes and product choices. The dataset includes transaction and quote details for policy purchasers. The objective is to predict quoted coverage costs, considering customer traits and 7 customizable product options.
cost-prediction data-preprocessing decision-tree-regression evaluation-metrics gradient-boosting-regression insurance-product machine-learning ml-models neural-network-regression random-forest-regression customer-characteristics product-options
Language:Jupyter Notebook 2
aarvindshaw / Boston_House_Pricing_Regression_Machine_Learning
All things around ... Regression
regression linear-regression decision-tree-regression support-vector-regression random-forest-regression gradient-boosting-regression knn-regression xgboost-regression mean-squared-error r2-score regression-models
Language:Jupyter Notebook 1
charumakhijani / advanced-house-price-prediction
house-price-prediction kaggle-competition skewed-data outlier-detection exploratory-data-analysis data-visualization missing-value-treatment one-hot-encoding scaling kfold-cross-validation rmse-score lasso-regression elastic-net-regression kernel-ridge-regression support-vector-regression gradient-boosting-regression xgbregressor lgbmregressor random-forest-regression ensemble-models
Language:Jupyter Notebook 1
am-tropin / poland-apartment-prices
🇵🇱🏠 The project predicts an apartment price for Warsaw, Krakow and Poznan. Distributed apartments by districts using geopandas; built XGBoost model with MAPE = 9% (the best of others).
adaboost-regression decision-tree-regression geopandas gradient-boosting-regression lasso-regression linear-regression python random-forest-regression regression ridge-regression scikit-learn stacked-ensemble xgboost-regression
Language:Jupyter Notebook 0
amingoltabar / Predicting-Energy-Consumption-in-a-Building-Using-Machine-Learning-Techniques
artificial-neural-networks decision-tree-regression gradient-boosting-regression knn-regression lasso-regression linear-regression random-forest-regression ridge-regression
Language:Jupyter Notebook 0
jcatanza / gradient_boosting_regression
In this notebook, we'll build from scratch a gradient boosted trees regression model that includes a learning rate hyperparameter, and then use it to fit a noisy nonlinear function.
gradient-boosting-regression
Language:HTML 0
yvonneh6 / Taiwan-Housing-Market
multiple-linear-regression shiny-apps gradient-boosting-regression ridge-regresson
Language:R