grid-search-cross-validation

There are 0 repository under grid-search-cross-validation 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 18
rochitasundar / Customer-profiling-using-ML-EasyVisa
The aim is to find an optimal ML model (Decision Tree, Random Forest, Bagging or Boosting Classifiers with Hyper-parameter Tuning) to predict visa statuses for work visa applicants to US. This will help decrease the time spent processing applications (currently increasing at a rate of >9% annually) while formulating suitable profile of candidates more likely to have the visa certified.
decision-tree-classifier bagging-ensemble random-forest-classifier gradient-boosting-classifier adaboostclassifier xgboost-classifier stacking-ensemble grid-search-hyperparameters grid-search-cross-validation accuracy-metrics precision-recall f1-score
Language:Jupyter Notebook 7
santiagoahl / platzi-world-happiness
A Machine Learning Model built in scikit-learn using Support Vector Regressors, Ensemble modeling with Gradient Boost Regressor and Grid Search Cross Validation.
flask gradient-boosting-regressor grid-search-cross-validation scikitlearn-machine-learning svr-regression-prediction
Language:Python 4
avestura / scikit-heart-disease-classifier
💚 A heart disease classifier using 4 SVM kernels and decision trees, with PCA, ROC, pruning, grid search cv, confusion matrix, and more
confusion-matrix cost-complexity-pruning decision-tree decision-tree-classifier grid-search-cross-validation linear-kernel one-hot-encoding pca poly-kernel pruning rbf-kernel roc sigmoid-kernel svm svm-classifier
Language:Jupyter Notebook 3
deepakdeedar / Machine-Learning-Reboot
This repo contains all machine learning algorithms using python and scikit-learn
machine-learning py python3 sklearn matplotlib seaborn numpy pandas linear-regression grid-search-cross-validation regularization feature-engineering feature-extraction cross-validation logistic-regression
Language:Jupyter Notebook 2
angeloruggieridj / MLPClassifier-with-GridSearchCV-Iris
Experimental using on Iris dataset of MultiLayerPerceptron (MLP) tested with GridSearch on parameter space and Cross Validation for testing results.
mlp-classifier grid-search-hyperparameters gridsearchcv grid-search-cross-validation confusion-matrix
Language:Jupyter Notebook 1
bhulston / Random-Forest-on-Cancer-Classification
Built Random Forest classifier from scratch on top of Scikit Learn decision trees. Using Scikit Learn to create data cleaning pipelines, perform grid searches for hyper parameter tuning, and decision tree modeling
decision-tree-classifier hyperparameter-optimization scikit-learn seaborn-plots visualizations cross-validation-score grid-search-cross-validation sklearn-pipeline
Language:Jupyter Notebook 1
gauravsharma884 / Big-Data-And-Data-Analytics
This repository contains all the work projects carried out with respect to learning and experiments on Big Data Analytics. The scripts are formed to build machine learning models for future predictions.
analytics data-analysis data-structures feature-engineering grid-search-cross-validation hyperparameter-tuning machine-learning pipeline-framework random-search
Language:Jupyter Notebook 1
iamkirankumaryadav / Improvement
Improving a Machine Learning Model
python numpy pandas matplotlib randomized-search-cross-validation randomizedsearchcv grid-search-cross-validation gridsearchcv randomforestclassifier accuracy-score precision-score recall-score f1-score
Language:Jupyter Notebook 1
vaitybharati / SVM
SVM
python svm svm-classifier grid-search-cross-validation svc confusion-matrix
Language:Jupyter Notebook 1
aaronmil / fetal_toco
Classification of fetal cardiotocography to determine whether pattern is normal, suspect or pathalogical.
decision-trees gradient-boosting grid-search-cross-validation lasso-regression logistic-regression oversampling python random-forest ridge-regression undersampling
Language:Jupyter Notebook 0
AmishaMurarka / Facebook-Comment-Volume-Prediction
Data in the social networking services is increasing day by day. So, there is heavy requirement to study the highly dynamic behavior of the users towards these services. The task here is to estimate the comment count that a post is expected to receive in next few(H) hours. Data has been scraped from one of the most popular social networking sites - Facebook.
decision-tree-regressor facebook-comments grid-search-cross-validation grid-search-hyperparameters hold-out-cross-validation linear-regression machine-learning python random-forest-regressor regression-models research-paper-implementation sklearn-library xgb-regressor mean-squared-error root-mean-squared-error-metric
Language:Jupyter Notebook 0
BenthamChang / Text-Mining
Text Mining Competition
feature-engineering machine-learning xgboost html-parsing grid-search-cross-validation
Language:Jupyter Notebook 0
felicity12345 / Marketing-Data-Analysis-Project
Marketing Data Analysis Project
confusion-matrix decision-trees grid-se grid-search-cross-validation machine-learning python
Language:Jupyter Notebook 0
hardikasnani / classifying-and-clustering-the-newsgroups
I leveraged an algorithmic approach for document classification and document clustering. Various models have been trained for document classification and they all have been evaluated using performance metrics followed by tuning of the model hyper-parameters to reach the most accurate classification. Additionally, a model has been trained for document clustering, which is followed by a dimensionality reduction technique to visualize the document clusters in 2D space.
dimensionality-reduction document-classification document-clustering grid-search-cross-validation hyperparameter-tuning k-means-clustering knn-classifier machine-learning naive-bayes-classifier natural-language-toolkit principal-component-analysis supervised-learning svm-classifier unsupervised-learning vectorization word-cloud 20-newsgroup-dataset
Language:Jupyter Notebook 0
HoHasby / GridSearchCV-For-Model-optimization
GridSearchCV For Model optimization
classification-report confusion-matrix cross-validation-score grid-search-cross-validation knn-classifier label-encoder matplotlib-pyplot numpy pandas pca pipeline roc-auc-curve seaborn sklearn standard-scaler svc-svm train-test-split
Language:Jupyter Notebook 0
iamkirankumaryadav / Applied-Machine-Learning
Applied Machine Learning ( End to End ) Classification Models
classification gradient-boosting-classifier grid-search-cross-validation hyperparameter-tuning kfold-cross-validation logistic-regression model-evaluation model-selection multi-layer-perceptron python random-forest-classifier support-vector-classifier
Language:Jupyter Notebook 0
uglyXmas
natvalenz / uglyXmas
Retail data analysis using machine learning techniques in Python and Sklearn packages to help Ugly Christmas Party determine how many sweaters to order for each ugly Christmas sweater design created.
christmas decision-tree k-nearest-neighbors linear-regression pandas python random-forest descriptive-statistics exploratory-data-analysis exploratory-data-visualizations grid-search-cross-validation model-selection
Language:Jupyter Notebook 0
rakib2611 / Telecom_Customer_Churn_Prediction_ML
confusion-matrix decision-trees decision-tree-classifier classification-report one-hot-encoding grid-search-cross-validation roc-auc-curve
Language:Jupyter Notebook 0
Shikhar0605 / Credit-card-fraud-detection
Applied SVC classifier and Logistic Regression classifier algorithm onto credit card transaction dataset to detect any fraud.
cross-validation dummy-classifier grid-search-cross-validation logistic-regression matplotlib-pyplot svc-model
Language:Jupyter Notebook 0
SurayaSumona / Telecom_Customer_Churn_Prediction
Machine Learning with Python
decision-tree-classifier grid-search-cross-validation roc-auc-curve confusion-matrix machine-learning
Language:Jupyter Notebook 0
DanielMSousa / Regression-evaluator
This project is made for search the best regression model based in some metrics training some models and evaluating them
python python3 regression regression-models regression-analysis regression-automation machine-learning machinelearning machine-learning-algorithms sklearn numpy pandas grid-search-cross-validation
Language:Python
iamkirankumaryadav / Churn
Customer Churn Prediction
python numpy pandas churn-prediction matplotlib seaborn sweetviz scikit-learn preprocessing exploratory-data-analysis model-selection minmaxscaler ridgeclassifier ensemble-learning random-forest-classifier grid-search-cross-validation accuracy-score
Language:Jupyter Notebook
iamkirankumaryadav / Loan
Loan Approval Prediction
python classification exploratory-data-analysis eda data-visualization data-preprocessing data-modeling data-evaluation logistic-regression random-forest-classifier decision-tree-classifier xgboost-classifier stratified-sampling grid-search-cross-validation confusion-matrix roc-auc classification-report hyperparameter-optimization hyperparameter-tuning dimensionality-reduction
Language:Jupyter Notebook
somjit101 / DS-Logistic-Regression
A simple implementation of the Logistic Regression Classifier on the Breast Cancer Dataset with L1 regularization and GridSearch for hyperparameter tuning.
breast-cancer-prediction breast-cancer-wisconsin grid-search grid-search-cross-validation hyperparameter-tuning logistic-regression machine-learning-algorithms regularization scikit-learn
Language:Jupyter Notebook
TonmoyTalukder / Churning-Telecom-Company-Prediction
decision-trees decision-tree-classifier grid-search-cross-validation roc-auc-curve confusion-matrix classification-report one-hot-encoding
Language:Jupyter Notebook

grid-search-cross-validation

uzunb / house-prices-prediction-LGBM

rochitasundar / Customer-profiling-using-ML-EasyVisa

santiagoahl / platzi-world-happiness

avestura / scikit-heart-disease-classifier

deepakdeedar / Machine-Learning-Reboot

angeloruggieridj / MLPClassifier-with-GridSearchCV-Iris

bhulston / Random-Forest-on-Cancer-Classification

gauravsharma884 / Big-Data-And-Data-Analytics

iamkirankumaryadav / Improvement

vaitybharati / SVM

aaronmil / fetal_toco

AmishaMurarka / Facebook-Comment-Volume-Prediction

BenthamChang / Text-Mining

felicity12345 / Marketing-Data-Analysis-Project

hardikasnani / classifying-and-clustering-the-newsgroups

HoHasby / GridSearchCV-For-Model-optimization

iamkirankumaryadav / Applied-Machine-Learning

natvalenz / uglyXmas

rakib2611 / Telecom_Customer_Churn_Prediction_ML

Shikhar0605 / Credit-card-fraud-detection

SurayaSumona / Telecom_Customer_Churn_Prediction

DanielMSousa / Regression-evaluator

iamkirankumaryadav / Churn

iamkirankumaryadav / Loan

somjit101 / DS-Logistic-Regression

TonmoyTalukder / Churning-Telecom-Company-Prediction