grid-search-cv

There are 0 repository under grid-search-cv topic.

uzunb / house-prices-prediction-LGBM
This repo has been developed for the Istanbul Data Science Bootcamp, organized in cooperation with İBB and Kodluyoruz. Prediction for house prices was developed using the Kaggle House Prices - Advanced Regression Techniques competition dataset.
data-science data-visualization grid-search-cross-validation grid-search-cv grid-search-hyperparameters gridsearchcv house-price-prediction lgbm lgbm-regressor lgbmregressor streamlit streamlit-application streamlit-dashboard streamlit-sharing streamlit-ui
Language:Jupyter Notebook 19
shahriar-rahman / Netflix-Customer-Retention-using-GPR
Forecasting Netflix Customer Retention based on Gaussian Process Regression
gaussian-processes grid-search-cv netflix normalization robust-scaling standardization data-science machine-learning pandas python
Language:Python 10
ahing / airbnb-feature-analysis
Using a dataset provided by Airbnb, analysis and predictions will be made to understand what effects the total price of an Airbnb
data-science dataset machine-learning linear-regression classification-report confusion-matrix decision-tree-regressor grid-search-cv one-hot-encoding random-forest-regressor rmse scikit-learn smote
Language:Jupyter Notebook 1
amit-timalsina / California-Housing-Price-Prediction
I have built a Model using the Random Forest Regressor of California Housing Prices Dataset to predict the price of the Houses in California.
python3 cross-validation decision-tree-regression random-forest-regression support-vector-machines sckit-learn-pipeline grid-search-cv randomizedsearchcv
Language:Jupyter Notebook 1
Ankit-Kumar-Saini / Machine-Learning-Lab-Plaksha
Programming assignments covering fundamentals of machine learning and deep learning. These were completed as part of the Plaksha Tech Leaders Fellowship program.
dcgan deep-learning ensemble-models face-generation gpt-2-text-generation grid-search-cv image-classification loss-functions machine-learning molecule-generation numpy opencv pandas python3 scikit-learn scikit-learn-pipelines tensorflow2 transfer-learning variational-autoencoder
Language:Jupyter Notebook 1
copev313 / Predicting-Credit-Card-Approvals
A machine learning model built to predict if a credit card application will get approved.
python3 jupyter-notebook sklearn machine-learning credit-card predictive-modeling pandas numpy preprocessing logistic-regression confusion-matrix grid-search-cv
Language:Jupyter Notebook 1
maltarouti / disaster-response-pipelines
Disaster response project that implements data engineering tactics to classify messages sent during a real-world disaster. This project uses ETL and ML pipelines and uses the Flask library to deploy the final result on a website.
machine-learning sklearn svm-classifier classification-model data-science data-engineering grid-search-cv sqlite-database supervised-learning
Language:Python 1
maltarouti / iris-flower-classification
Analyze and Build a machine learning (ML) model on the Iris Flower dataset
machine-learning logistic-regression data-science sklearn grid-search-cv classification-model sqlite-database
Language:Jupyter Notebook 1
prithvimurjani / ML-Utility-Repo
A repo packed with common and important machine learning techniques and algorithm implementations using sklearn.
multiple-linear-regression support-vector-machines cluster-analysis k-nearest-neighbors decision-trees principal-component-analysis grid-search-cv adaboost dbscan random-forest gradient-boosting xgboost
Language:Jupyter Notebook 1
shanuhalli / Assignment-Decision-Trees
Use decision trees to prepare a model on fraud data. Treating those who have taxable income <= 30000 as "Risky" and others are "Good" and A cloth manufacturing company is interested to know about the segment or attributes causes high sale.
counter data-preprocessing decision-tree feature-engineering grid-search-cv label-encoding model-selection prunning sklearn-metrics assignment-14
Language:Jupyter Notebook 1
shanuhalli / Assignment-KNN
Prepare a model for glass classification using KNN and Implement a KNN model to classify the animals in to categorie.
classification grid-search-cv k-fold k-nearest-neighbours knn machine-learning sklearn-metrics standard-scaler assignment-13
Language:Jupyter Notebook 1
shanuhalli / Assignment-Random-Forest
Use Random Forest to prepare a model on fraud data. Treating those who have taxable income <= 30000 as "Risky" and others are "Good" and A cloth manufacturing company is interested to know about the segment or attributes causes high sale.
adasyn classification counter feature-selection grid-search-cv imbalanced-data imblearn machine-learning pipeline random-forest sklearn-metrics smote smotetomek standard-scaler assignment-15
Language:Jupyter Notebook 1
niklas-joh / Machine-Learning-Project-Supervised-Learning
Identify the most efficient machine learning model to identify potential donors. Project covers Linear Regression, Perceptron Algorithm, Decision Trees, Naive Bayes, Support Vector Machines and Ensemble Methods.
ai machine-learning ml svm support-vector-machines decision-trees random-forest ensemble boosting artificial-intelligence grid-search-cv gridsearchcv
Language:HTML 0
PriyeshDave / Accident-Severity-Predictor
RTA severity predictor is an application which predicts the severity of road traffic accident, so as to pave the way for improving the safety level of road traffic.
grid-search-cv heroku machine-learning python3 streamlit xgboost-classifier cramer-v-test smote-tomek
Language:Jupyter Notebook 0
PriyeshDave / Site-Energy-Intensity-Predictor
In this project, a regression-based performance prediction model was developed to estimate building energy consumption based on simplified façade attribute information and weather conditions.
machine-learning python3 grid-search-cv shapiro-wilk xgboost-regressor
Language:Jupyter Notebook 0
Seghelicious / Cars45
regression preprocessing correlation-coefficient model-development knn-regressor random-forest-regressor knn-imputer data-cleaning grid-search-cv standard-scaler normalization standardization log-transform cross-validation pipelines extreme-values
Language:Jupyter Notebook 0
Akash1070 / Machine-Learning-
Learning Machine Learning Through Data
data-science machine-learning python linear-regression logistic-regression naive-bayes k-nearest-neighbours support-vector-machine area-under-curve receiver-operating-characteristic ensemble-techniques underfitting-overfitting k-means-clustering hierarchical-clustering k-fold-cross-validation grid-search-cv random-search bootstrap-sampling leave-one-out-cross-validation
Language:Jupyter Notebook
Ayomikun17 / Diabetes-Prediction-
Diabetes Prediction with Tree based models (Random Forest and XGBoost). Grid Search CV and Randomized Search CV used to optimize parameters
grid-search-cv random-forest randomizedsearchcv xgboost
Language:Jupyter Notebook
Davityak03 / Ridge-and-Lasso-Regression
Implented ridge and lasso regression by understanding the use of parameters
grid-search-cv lasso-regression mean-square-error parameters python regression ridge-regression
Language:Jupyter Notebook
existentialplantperson / Week_14
Week 14 - Multiple Linear Regression and Logistic Regression
python scikit-learn machine-learning linear-regression multiple-linear-regression statsmodels knn-classification grid-search-cv roc lasso multiple-logistic-regression correlation-matrix
Language:Jupyter Notebook
Faisal-AlDhuwayhi / Disaster-Response-Pipeline
Building Machine Learning and ETL Pipelines to categorize emergency messages based on the needs communicated by the sender
etl etl-pipeline ml-pipeline nlp grid-search-cv data-engineering-pipeline supervised-learning disaster-response sqlite
Language:Python
GunturWibawa / SpotifyPopularityProbe
In the digital music era, understanding artist popularity on Spotify is vital. This project taps into Spotify's data, analyzing key factors driving artist prominence. Through our insights, we illuminate what sets successful artists apart in this dynamic platform.
data-visualization decision-tree-regression grid-search-cv lasso-regression linear-regression matplotlib mean-absolute-error mean-squared-error numpy python3 r2-score random-forest-regression randomized-search-cross-validation ridge-regression seaborn sklearn spotify standardscaler
Language:Jupyter Notebook
Lefteris-Souflas / Modern-Slavery-Analysis
Jupyter notebook using machine learning techniques to explore the complex drivers of modern slavery. Models from a research paper are replicated and evaluated . Actions also include filling missing data, training regression models, and analyzing feature importance.
decision-tree feature-importance grid-search-cv imputation jupyter-notebook lasso-regression linear-regression matplotlib mean-absolute-error numpy pandas preprocessing principal-component-analysis python3 random-forest ridge-regression scikit-learn seaborn
Language:Jupyter Notebook
ofir-frd / Prediction-of-Music-Genre
Classify music into genres by classical machine learning models
music machine-learning data-science grid-search-cv exploratory-data-analysis
Language:Jupyter Notebook
Zauverer / Support_Vector_Machine
svm pipeline gridsearchcv standard-scaler cross-validation-score suport-vec grid-search-cv
Language:Jupyter Notebook

grid-search-cv

uzunb / house-prices-prediction-LGBM

shahriar-rahman / Netflix-Customer-Retention-using-GPR

ahing / airbnb-feature-analysis

amit-timalsina / California-Housing-Price-Prediction

Ankit-Kumar-Saini / Machine-Learning-Lab-Plaksha

copev313 / Predicting-Credit-Card-Approvals

maltarouti / disaster-response-pipelines

maltarouti / iris-flower-classification

prithvimurjani / ML-Utility-Repo

shanuhalli / Assignment-Decision-Trees

shanuhalli / Assignment-KNN

shanuhalli / Assignment-Random-Forest

niklas-joh / Machine-Learning-Project-Supervised-Learning

PriyeshDave / Accident-Severity-Predictor

PriyeshDave / Site-Energy-Intensity-Predictor

Seghelicious / Cars45

Akash1070 / Machine-Learning-

Ayomikun17 / Diabetes-Prediction-

Davityak03 / Ridge-and-Lasso-Regression

existentialplantperson / Week_14

Faisal-AlDhuwayhi / Disaster-Response-Pipeline

GunturWibawa / SpotifyPopularityProbe

Lefteris-Souflas / Modern-Slavery-Analysis

ofir-frd / Prediction-of-Music-Genre

Zauverer / Support_Vector_Machine