model-stacking

There are 1 repository under model-stacking topic.

stackgbm
nanxstats / stackgbm
🌳 Stacked Gradient Boosting Machines
machine-learning decision-trees gbdt gbm gradient-boosting xgboost lightgbm catboost model-stacking ensemble-learning automl
Language:R 25
threnjen / Air-Travel-Delay-Study
Air Travel Delay Study is a start-to-finish classification project with a goal of anticipating flight delay
machine-learning data-science classification data-cleaning data-visualization feature-engineering feature-selection model model-stacking data-acquisition
Language:Jupyter Notebook 2
bricewalker / Personal_Ames_Regression
Regression Modeling for Real Estate Price Predictions
ensemble-learning model-stacking numpy pandas prediction python regression scikit-learn xgboost
Language:Jupyter Notebook 1
dhruba018 / DREAM_BeatAML
CTD-squared BeatAML DREAM Challenge
predictive-modeling model-stacking drug-sensitivity
Language:Python 1
gtsa / How_well_do_you_perform_your_work-out---ML_Case-Study
In this project we can see in action and in detail a big part of the ML pipeline (data wrangling,model building, model evaluation) that comprises different algorithms and approaches such as Decision Trees (RPART), Linear Discriminant Analysis (LDA), Gradient Boosting Machne (GBM), Random Forest (RF) Support Vector Machine (SVM) with or without Model Stacking, with or without Dimensionality Reduction (with Principal Component Analysis (PCA) or Near-Zero Variance Predictors Filtering)
classification cross-validation data-preprocessing data-wrangling decision-trees dimensionality-reduction gradient-boosting-machine linear-discriminant-analysis machine-learning model-building model-evaluation model-selection model-stacking principal-component-analysis random-forest support-vector-machine
Language:R 1
ITrustNumbers / Advance_Regression_Model_Stacking_Kaggle
This Project is my Entry to a Kaggle Competition 'House Prices: Advanced Regression Techniques'. The aim was to rank in the Top 5% in the Leaderboard, I achieved this rank by Using Model Stacking with Meta-Modelling and my final score was RMSLE = 0.0726 and I Ranked 277th out of 5130 Submissions
machine-learning kaggle feature-engineering house-price-prediction model-stacking
Language:Jupyter Notebook 1
threnjen / king_county_housing
King County Housing Price Predictions is a start-to-finish regression project which concludes with a stacked model.
data-cleaning exploratory-data-analysis data-visualization feature-selection feature-engineering model-selection model-tuning model-stacking data-science machine-learning
Language:Jupyter Notebook 1
kokila0602 / hackathons
analytics-vidhya-competition american-express credit-card-spend-prediction model-stacking
Language:Jupyter Notebook 0
muhammadravi251001 / pet-image-classification
Code for classifying pet image dataset using a supervised learning approach: Stacking and Neural Network with freezing layer.
artificial-intelligence freezing-layer image-classification model-stacking neural-network
Language:Python 0
VarshithaCVasireddy / Customer_Sales_Revenue_Prediction
Based on customer visiting information to the site the customer sales revenue is predicted using machine learning models stacking
caret k-fold-cross-validation linear-discriminant-analysis-lda lubridate model-stacking rprogramming tidyverse mars-model
Language:R 0
NaquibAlam / TheMisfits
shap model-stacking lr-scheduling gradcam-visualization pytorch hyperparameter-tuning optuna ensemble-model imbalanced-data resampling-methods tidyverse eda word2vec-embeddinngs snapshot-ensemble
Language:Jupyter Notebook
SuperbTUM / machine-learning-practice
Simple & basic practice of machine learning problems
machine-learning lightgbm cython resnet-50 tabnet model-stacking transformer
Language:Jupyter Notebook
threnjen / Diamond_Prices
Diamond Prices is a small start-to-finish regression project that predicts diamond prices based on a selection of tabular data. Demonstrates model stacking.
model-stacking
Language:Jupyter Notebook

model-stacking

nanxstats / stackgbm

threnjen / Air-Travel-Delay-Study

bricewalker / Personal_Ames_Regression

dhruba018 / DREAM_BeatAML

gtsa / How_well_do_you_perform_your_work-out---ML_Case-Study

ITrustNumbers / Advance_Regression_Model_Stacking_Kaggle

threnjen / king_county_housing

kokila0602 / hackathons

muhammadravi251001 / pet-image-classification

VarshithaCVasireddy / Customer_Sales_Revenue_Prediction

NaquibAlam / TheMisfits

SuperbTUM / machine-learning-practice

threnjen / Diamond_Prices