Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: bagging

sayaliwangane/INTELLIGENT-CAREER-GUIDANCE-SYSTEM

Web application for engineering students to predict appropriate job roles using Machine learning and other guidance material like job descriptions, links to courses, etc.

Language: PHP - Size: 6.9 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 11 - Forks: 8

Rajani1-tech/Heart-Disease-Prediction

Examine each feature in the dataset & how they relate to one another. Main aim is to determine whether a person is likely to experience a Savior cardiac problem or not.

Language: Jupyter Notebook - Size: 13.7 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

lachhebo/clusterbagging 📦

A Python Package to do cluster bagging

Language: Python - Size: 166 KB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

ZeeshanKhalid2k01/Bagging

Bagging is the term from "Bootstrap Aggregation Algorithm", That is for Low Bias & Low Variance

Language: Jupyter Notebook - Size: 32.2 KB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

anubhavshrimal/SML-Malaria-Detection

Compare Naive Bayes, SVM, XGBoost, Bagging, AdaBoost, K-Nearest Neighbors, Random Forests for classification of Malaria Cells

Language: Jupyter Notebook - Size: 4.46 MB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 1 - Forks: 4

caldi99/Learning-From-Network-Project

Language: Python - Size: 8.96 MB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

ysh329/awesome-deep-learning-finetune-experience

This repository not only contains experience about parameter finetune, but also other in-practice experience such as model ensemble (boosting, bagging and stacking) in Kaggle or other competitions.

Size: 11.7 KB - Last synced: 2 days ago - Pushed: over 6 years ago - Stars: 16 - Forks: 8

arijitiiest/Malaria-Detection

Malaria Detection Project on Malaria Cells

Language: Jupyter Notebook - Size: 738 KB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 4

Rumit95/P2P-Loans

This Project is Dataquest's Monthly Challenge. Data is from year 2007-2019.

Language: Jupyter Notebook - Size: 5.41 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

Gurudev333/Loan_Prediction_by_ensemble_machine_learning_techniques

Used ensemble methods such as boosting, voting, Bagging

Language: Jupyter Notebook - Size: 169 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 6 - Forks: 1

Rajani1-tech/Machine-Learning

Here! I have clearly outlined the machine learning techniques and executed projects that illustrate how those algorithms operate on real-world projects.

Language: Jupyter Notebook - Size: 1.29 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

Arminkhayati/Machine_learning_lec

My Machine Learning course projects

Language: Jupyter Notebook - Size: 13.6 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

anandanraju/Monkey_Pox_Classification_Model-

This Prediction is a research analysis process on data using classification algorithms to compare the accuracy rate for each algorithm given below on this Monkey Pox data such as ( K-Neighbors Classifier, RandomForest Classifier, AdaBoost Classifier, Bagging Classifier, Gradient Boosting Classifier, Decision Tree Classifier )

Language: Jupyter Notebook - Size: 1.04 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

chawla201/Airplane-Accident-Severity-Prediction

Ensemble Learning | Flask

Language: Jupyter Notebook - Size: 13.8 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

thieu1995/mealpy-text-classification

Text classification with Machine Learning and Mealpy

Language: Python - Size: 1.66 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

maz2198/Machine-Learning

This repository represents several projects completed in IE HST's MS in Business Analytics and Big Data's Machine Learning courses

Language: Jupyter Notebook - Size: 3.25 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

JoenHo/grocery-bagging

Language: Python - Size: 6.97 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

samapatil1729/Machine-Learning-techniques

Machine Learning Techniques

Language: Jupyter Notebook - Size: 2.82 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

anubhavshrimal/Quick-Draw

Implementation of Google Quick Draw doodle recognition game in PyTorch and comparing other classifiers and features.

Language: Jupyter Notebook - Size: 22.8 MB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 5 - Forks: 4

alsgkals2/Ensemble_classification

Ensemble_classification

Language: Python - Size: 18.6 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

showman-sharma/Personal-loan-data-prediction

Predicting if a customer will take a personal loan or not, from customer behavior information such as age, income, credit card usage, etc.

Language: Jupyter Notebook - Size: 2.46 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

W-Mrt/Machine-Learning-for-Computational-Physics Fork of Melikakmm/Machine-learning-projects

Machine learning applications

Language: Jupyter Notebook - Size: 41.4 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

sun1638650145/classicML

简单易用的经典机器学习框架

Language: Python - Size: 737 KB - Last synced: 3 days ago - Pushed: 11 months ago - Stars: 10 - Forks: 2

abhijit57/Microbes-Classification

Hackathon conducted by Dphi: https://dphi.tech/challenges/207/overview/about

Language: Jupyter Notebook - Size: 2.55 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

ZeroOnePro/Machine-Learning-and-Data-Mining

기계학습및데이터마이닝 과목 프로젝트 및 과제 모음입니다

Language: Jupyter Notebook - Size: 92.2 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

tadowney/ta_activities

Machine Learning Jupyter notebook exercises created as a TA at Santa Clara University

Language: Jupyter Notebook - Size: 280 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 1

ZeroOnePro/Machine-Learning

Machine learning 스터디 / 프로젝트

Size: 5.86 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

SantisWorkshop/Fraud_Detection

In this project we use tree-based methods to detect fradulent online transactions using the data here:

Size: 26.5 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

rafaelvareto/HPLS-HFCN-openset

Paper: Towards Open-Set Face Recognition using Hashing Functions (IJCB'17)

Language: Python - Size: 5.6 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 14 - Forks: 5

kpetridis24/machine-learning-intro

Introductory project to Linear Models, Decision Trees and Ensemble Methods

Language: Jupyter Notebook - Size: 1.02 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

angeloruggieridj/Ensemble-Learning-Cancer

Python Notebook for Ensemble Learning on Wisconsin Breast Cancer Database

Language: Jupyter Notebook - Size: 81.1 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

UnixJunkie/orrandomForest

OCaml wrapper to the R randomForest package

Language: OCaml - Size: 374 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0

UnixJunkie/orf

OCaml Random Forests

Language: OCaml - Size: 1.11 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 8 - Forks: 1

RiccardoSpolaor/Predict_Winner_2020_Australian_Open

A machine learning project in Python to predict the 2020 Australian Open Winner

Language: Jupyter Notebook - Size: 228 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

kalthommusa/Udacity-Intro-to-ML-with-TensorFlow

This repository contains my collections of labs' notebooks from Udacity's Intro to ML with TensorFlow.

Language: Jupyter Notebook - Size: 1.1 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

codekhal/Inshorts-NLP

Analysed syntax and Semantics of Corpus of Text Documents Retrieved from Web Scraping of News articles from Inshorts and followed the Standard NLP Workflow of the CRISP-DM model.

Language: Jupyter Notebook - Size: 3.4 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 4 - Forks: 0

izzypatrick21/model-bagging

bagging a model

Language: Jupyter Notebook - Size: 34.2 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

pixel-z/Classification

Implementation of different classification techniques such as decision trees, knns and ensemble learning on Earthquake Data

Language: Jupyter Notebook - Size: 5.9 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

nbegumc/Supervised-Learning-Methods-Applied-to-Heart-Failure-Clinical-Records

Exploratoy Data Analysis,Logistic Regression,Penalized Logistic Regression (LASSO), LDA, Decision Trees, Bagging, Random Forest

Language: R - Size: 899 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

MingyiXia9717/STAT228_randomforest_project

Group project during STAT 228 (Multivariate Data Analysis)

Language: R - Size: 336 KB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

ranbm/bagging-and-hyperparameter-tuning

bagging and hyperparameter tuning on spam vs not spam dataset

Language: Jupyter Notebook - Size: 582 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

lajobu/Renfe_pred_avg_price

Prediction of the average price of the Spanish rail tickets data

Language: HTML - Size: 7.45 MB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

amit0902/Classification

Logisitc Regression - A Binary Classification Method

Language: Jupyter Notebook - Size: 6.65 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1

cserajdeep/Cosine-Diversity

Cosine Diversity

Language: MATLAB - Size: 4.88 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

harper-he/Python

Language: Jupyter Notebook - Size: 22.9 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

SoniSiddharth/ML-Decision-Trees-from-scratch

Machine Learning - Decision tree model implementation from scratch

Language: Python - Size: 669 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

hebaabdelwhab/MobileStoreApp

Language: Python - Size: 15.2 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

SamuelSousaFerreira/Curso-Dominando-Data-Science---Flai

Aulas do curso Dominando Data Science da Flai.

Language: Jupyter Notebook - Size: 1.88 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

kaushikmanikonda/Industrial-Data-Analytics-and-Machine-Learning_ISEN_613

Data Analytics and Machine Learning in R. Linear-regression, Logistic-regression, Hierarchical-clustering, Boosting, Bagging, Random-forests, K-means-clustering, K-nearest-neighbors (K-N-N), Tree-pruning, Subset-selection, LDA, QDA, Support Vector Machines (SVM)

Language: R - Size: 664 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

DataEngel/Heart-Disease-UCI---Classification

It is a subset of variables from a study carried out in 1988 in different regions of the world to predict the risk of suffering a heart-related disease.

Language: Jupyter Notebook - Size: 109 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

StringsLi/ml_scratch_scala

machine learning scala

Language: Scala - Size: 371 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 1

achyutb6/grid-search-cv

Optimising parameters for multiple machine learning algorithms using grid search cv

Language: Python - Size: 3.91 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 3

armanr99/DecisionTree

An implementation of Decision Tree and Random Forest using sklearn library

Language: Jupyter Notebook - Size: 670 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

SohelRaja/Ensemble-Classifier-Model

Implementation of Ensemble Learning, Decision Tree, Random Forest, SVM, KNN, Logistic Regression, Bagging, Boosting and Stacking approach to analysis and predict the abnormal and normal behavior of Imbalanced Colon Dataset.

Language: Jupyter Notebook - Size: 1.88 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 2

SteliosGian/Predicting-Employee-Attrition

Size: 4.88 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

jddeguia/anomaly-detection-bagging-mlp

This repository is related to my another repository (https://github.com/jddeguia/energy-output-profiling)

Language: Jupyter Notebook - Size: 1.29 MB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

shamil-t/sentiment-analysis-using-python-IMDB-

Sentiment Analysis is to find the perspective ,view ,attitude or feeling of a speaker on a particular topic, event or interactionBasicaly its the analysis of an emotionally cahrged text. Here we try to analyzethe reviewsposted by people at Imdb. Further the reviews are processed analyzed using machine learning procedures, algorithms and other related aspets.

Language: Python - Size: 134 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

Aujasvi-Moudgil/Ensemble-Learning

Ensemble Learning Methods using Python

Language: Jupyter Notebook - Size: 20.6 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

sharika-anjum/Machine-Learning-algorithms

Algorithms from scratch to know how the algorithms work.

Language: Jupyter Notebook - Size: 1.75 MB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 2

Shrsh/UCI--Adult-Data-Set

Random Forests on Income classification

Language: Jupyter Notebook - Size: 995 KB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0

RachanaJayaram/House-Votes-Classifier

Implementing a naive bayes classifier from scratch with k-fold validation and randomized boosting to classify house votes data .

Language: Jupyter Notebook - Size: 12.7 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

Develop-Packt/Creating-Ensemble-Models-with-Python

Recognize underfitting and overfitting, implement bagging and boosting, and build a stacked ensemble model using a number of classifiers.

Language: Jupyter Notebook - Size: 11.3 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 1

Abonia1/ML_Algo

Can find example code to know how different ml algorithm like SVR,RF,XGBoost etc are applies in real time

Language: Jupyter Notebook - Size: 50.8 KB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

lev1khachatryan/ASDS_ML

Applied Statistics and Data Science: Advanced machine learning course

Language: Jupyter Notebook - Size: 299 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

Mickey0521/Examples-of-AlexNet-GoogLeNet-ResNet-and-Bagging

Examples of AlexNet, GoogLeNet, ResNet, and Bagging

Language: Jupyter Notebook - Size: 1.21 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 1

rafaelvareto/HPLS-verification

Paper: Face Verification based on Relational Disparity Features and Partial Least Squares Models (SIBGRAPI'17)

Language: Python - Size: 3.47 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

saichandrareddy1/Ensemble-Learning

Language: Jupyter Notebook - Size: 12.7 KB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 0

abvnithish/Kaggle_HousingPricePrediction

Competition: https://www.kaggle.com/c/house-prices-advanced-regression-techniques

Language: Jupyter Notebook - Size: 1.2 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

ViktorC/OSML

A Python library of 'old school' machine learning methods such as linear regression, logistic regression, naive Bayes, k-nearest neighbors, decision trees, and support vector machines.

Language: Python - Size: 337 KB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

N3ll/Boosting-and-bagging

Language: Jupyter Notebook - Size: 6.84 KB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

WajdiBenSaad/Tree_Based_Models

All (almost) tree models. reference Repo with ready to use codes and functions

Size: 4.88 KB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

derzu/RotationForest

Implementation of the Rotation Forest Algorithm from paper from Kuncheva and Rodríguez, 2016.

Language: Matlab - Size: 1.28 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 3 - Forks: 2

ReydVires/ensemble-learning

Bagging with Naive Bayes, Machine Learning

Language: Lua - Size: 81.1 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

guhjy/bagging-in-R Fork of amunategui/bagging-in-R

Companion code for http://amunategui.github.io/bagging-in-R/

Language: R - Size: 102 KB - Last synced: 10 months ago - Pushed: about 9 years ago - Stars: 0 - Forks: 0

zutshianand/Titanic-Dataset

Language: Jupyter Notebook - Size: 324 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

betacord/Ensembles

Implementation of popular ensembles methods in C++

Language: CMake - Size: 1.06 MB - Last synced: 12 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

kyz128/kickedCar

ML Side Project: decision tree classifier written from scratch

Language: Python - Size: 5.05 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

jieliang/prioritizing_shelter_animals_for_adoption

Python code using supervised learning to prioritize shelter animals by their probability of getting adopted to maximize the rate of adoption.

Language: Jupyter Notebook - Size: 622 KB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

tprateek287/machine-learning-assignments

Second: Machine Learning Assignments (INFX 574), University of Washington

Language: Jupyter Notebook - Size: 7.88 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

nandadeepd/decision-trees-carseat

A decision tree implementation for the carseat sales dataset from Kaggle.

Language: Python - Size: 38.1 KB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 1

cschen1205/cs-ensembles

Ensembles method implemented in C#

Language: C# - Size: 3.47 MB - Last synced: 24 days ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

cryptomanic/ML-using-Python

Implementation of basic ML algorithms in Python a.w.a in R (don't go by the name of the repository)

Language: HTML - Size: 454 KB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0

projectssByCoders/MLClassifiersComparison

Given project compares various machine learning classifiers and provides their results on car dataset of UCI Machine learning library.

Language: Jupyter Notebook - Size: 12.7 KB - Last synced: 5 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 1

BraulioV/Machine-Learning

Machine Learning exercises for my subject of Machine Learning at University of Granada (UGR).

Language: R - Size: 3.69 MB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 3 - Forks: 0

macholan/donation-prediction

Binary classification to predict donor vs. non-donor & regression to prediction donation amount. Logistic regression, QDA, LDA, Random Forests, SVMs, Bagging, Boosting, Ridge Regression

Size: 1.3 MB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

Related Keywords
bagging 185 machine-learning 87 random-forest 83 boosting 68 logistic-regression 51 ensemble-learning 45 decision-trees 43 python 36 adaboost 34 linear-regression 28 knn 25 svm 25 classification 23 xgboost 23 naive-bayes-classifier 22 machine-learning-algorithms 22 stacking 19 decision-tree 19 scikit-learn 18 gradient-boosting 17 decision-tree-classifier 17 r 15 pandas 14 svm-classifier 13 numpy 12 boosting-algorithms 12 data-science 12 pca 11 regression 11 deep-learning 11 sklearn 11 exploratory-data-analysis 10 voting 10 support-vector-machines 10 ensemble-model 10 ensemble 9 cross-validation 9 python3 9 ridge-regression 9 lasso-regression 9 neural-network 9 data-analysis 8 clustering 8 supervised-learning 8 bagging-ensemble 8 linear-discriminant-analysis 8 knn-classification 8 jupyter-notebook 7 eda 7 hyperparameter-tuning 7 kmeans-clustering 7 gridsearchcv 7 data-mining 6 gradient-descent 6 ml 6 bootstrap 6 knn-classifier 6 matplotlib 6 feature-engineering 6 stacking-ensemble 5 random-forest-classifier 5 boosting-ensemble 5 k-nearest-neighbours 5 classification-algorithims 5 smote 5 bagging-trees 5 regularization 5 neural-networks 5 pytorch 5 sklearn-library 4 voting-classifier 4 principal-component-analysis 4 numpy-library 4 lda 4 trees 4 unsupervised-learning 4 nlp 4 data-preprocessing 4 sentiment-analysis 4 cnn 4 naive-bayes 4 ensemble-machine-learning 4 confusion-matrix 4 prediction 4 natural-language-processing 3 stochastic-gradient-descent 3 gaussian-naive-bayes 3 preprocessing 3 feature-selection 3 lasso 3 hyperparameter-optimization 3 time-series 3 ai 3 gbm 3 svm-model 3 tensorflow 3 support-vector-machine 3 seaborn 3 convolutional-neural-networks 3 regression-models 3