GitHub topics: forward-selection
MvMukesh/FeatureSelection-Framework-ML
Answer to how to select variables in data set and build simpler, faster, more reliable and interpretable ML models
Size: 322 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
zimmshane/Feature-Selection-and-NN-Classifier
A Python implementation of feature selection algorithms using k-Nearest Neighbor classification. This project implements three different search strategies for finding optimal feature subsets: Forward Selection, Backward Elimination, and Simulated Annealing.
Language: Python - Size: 258 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
raj-gun/NonSysID
A MatLab package for System Identification using linear and nonlinear auto-regresive models (N)AR, (N)ARX and (N)ARMAX models
Language: MATLAB - Size: 18.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 1
Pirata-Codex/Step-wise-forward-feature-selection
A wrapper containing search algorithm of Forward Selection + Pattern Classifier of KNN to use optimal features in prostate cancer
Language: Jupyter Notebook - Size: 4.2 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0
dixitamol/ML_code_templates_R
Code templates for different ML algorithms
Language: R - Size: 15.6 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1
nidhimanthale/Statistical-Modelling
Statistical Modelling of Swine Flu Outbreak Data
Language: R - Size: 239 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
ccubc/VideoGameSales
data visualization/analysis of video game sales
Language: Jupyter Notebook - Size: 89.8 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
NaumanAnwar97/Feature-Selection
Feature Selection Using Python (Forward Selection and Backward Elimination)
Language: Jupyter Notebook - Size: 447 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
sakchoub/Data-Analysis-using-R
Performed data analysis on confirmed, death and recovered cases for India using Exploratory data Analysis, Hypothesis testing using T- test, F-test and Regression.
Size: 888 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
weniariska/implementation-of-forward-selection-and-svm-algorithm-for-water-quality-prediction
Project ini bertujuan untuk membandingkan algoritma SVM sebelum dan sesudah dilakukan forward selection sebagai seleksi fitur untuk memprediksi kualitas air. Dataset yang digunakan berasal dari kaggle, Pada dataset tersebut terdapat 10 atribut yang terdiri dari 9 atribut ciri dan 1 atribut label, 9 atribut bebas diantaranya ph, hardness, solids, chloramines, sulfate, conductivity, organic_carbon, trihalomethanes, dan turbidity. Sedangkan pada atribut label terdapat potability terdiri dari 1=kualitas air bagus dan 0=kualitas air tidak bagus. Berikut link dataset yang digunakan : https://kaggle.com/datasets/adityakadiwal/water-potability
Language: Jupyter Notebook - Size: 395 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
atecon/fsboost
Forward stagewise sparse regression estimation implemented for gretl.
Language: Makefile - Size: 9.05 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
LeenAlnajjar/Forecasting-carbon-dioxide-Emissions-levels-in-Jordan
Year after year the percentage of carbon dioxide emissions in Jordan increase dramatically, and this lead to increase the temperature , to investigate this, the project aims to study the impact of CO2 emissions in on temperature and then use deep learning algorithm to predict the CO2 emission level through the next 10 years
Language: Jupyter Notebook - Size: 854 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
hayriyeanill/ChessGameWinnerPrediction
Classification with Feature Selection and Extraction Methods
Language: Python - Size: 2.64 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
mosama1994/Heart-Attack-Detection-using-Machine-Learning
Used CDC dataset for heart attack detection in patients. Balanced the dataset using SMOTE and Borderline SMOTE and used feature selection and machine learning to create different models and compared them based on metrics such as F-1 score, ROC AUC, MCC, and accuracy.
Language: Python - Size: 125 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
being-aerys/Data_Processing_and_Feature_Engineering_in_Machine_Learning
This is an attempt to summarize feature engineering methods that I have learned over the course of my graduate school.
Language: Jupyter Notebook - Size: 550 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 0
AnitaSoroush/MobilePriceClassification
A classification project.
Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
gilzeevi25/smartech
a short assignment on classification of small dataset.
Language: Jupyter Notebook - Size: 983 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
NeilFabiao/Factors-that-affect-manufacturing-GDP-SA-perspective
Factors that affect manufacturing GDP SA perspective
Language: Jupyter Notebook - Size: 2.79 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
nnguy072/Feature-Selection
Uses nearest neighbor algorithm to find which feature is the best indicator for a certain class attribute
Language: Python - Size: 110 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1
