recursive-feature-elimination

Here are 62 public repositories matching this topic...

ing-bank / probatus

Validation (like Recursive Feature Elimination for SHAP) of (multiclass) classifiers & regressors and data used to develop them.

data-science machine-learning statistics data-analysis tree-model multi-class-classification binary-classifiers recursive-feature-elimination shap feature-elimination regressors

Updated Apr 23, 2024
Python

roshansridhar / Multimodal-Sentiment-Analysis

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Engaged in research to help improve to boost text sentiment analysis using facial features from video using machine learning.

svm machine-translation cross-validation pandas nltk bag-of-words logistic-regression tf-idf openface sparse-matrix data-cleaning classification-report count-vectorizer utterance multimodal-sentiment-analysis recursive-feature-elimination moud mosi openear

Updated Jan 12, 2018
Jupyter Notebook

vikrantarora25 / Car-Price-Prediction-Highly-Comprehensive-Linear-Regression-Project-

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A Linear Regression model to predict the car prices for the U.S market to help a new entrant understand important pricing variables in the U.S automobile industry. A highly comprehensive analysis with detailed explanation of all steps; data cleaning, exploration, visualization, feature selection, model building, evaluation & MLR assumptions vali…

Updated Jul 28, 2020
Jupyter Notebook

mlr-org / mlr3fselect

Sponsor

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Feature selection package of the mlr3 ecosystem.

machine-learning r optimization feature-selection evolutionary-algorithms r-package random-search recursive-feature-elimination exhaustive-search mlr3 sequential-feature-selection

Updated May 10, 2024
R

elsheikh21 / malware-analysis

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using Drebin dataset to distinguish between malwares and not malwares

machine-learning random-forest sklearn machine-learning-algorithms malware python3 performance-metrics dataset support-vector-machines recursive-feature-elimination extra-trees

Updated Jan 5, 2019
Jupyter Notebook

ashomah / HR-Analytics

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HR Analytics Dataset

python machine-learning hr logistic-regression human-resources smote recursive-feature-elimination rfe

Updated Mar 29, 2019
Python

jacobstac / Bachelors-Thesis-Detection-of-Sleep-Apnea

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Evaluating machine learning methods for detecting sleep arousal, bachelor thesis by Jacob Stachowicz and Anton Ivarsson (2019)

svm python3 feature-selection feature-extraction auc ann covariance-matrix eeg-analysis eeg-classification recursive-feature-elimination eeg-signals-processing auc-roc-curve auc-roc-score psg-data extracted-features polysomnography-data

Updated Apr 12, 2020
Python

Tejindersingh1 / Tumor-Prediction-with-ML

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Tumor prediction from microarray data using 10 machine learning classifiers. Feature extraction from microarray data using various feature extraction algorithms.

python svm t-test cancer-genomics logistic-regression microarray-data gaussian-processes recursive-feature-elimination machine-learning-classifiers cancer-prediction sklearn-classifier meta-dataset gene-expressions

Updated Dec 21, 2020
Python

Vishal1999-33 / Logistic-Regression

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The classification goal is to predict whether the client will subscribe (1/0) to a term deposit (variable y).

machine-learning logistic-regression smote receiver-operating-characteristic recursive-feature-elimination

Updated Jan 20, 2020
Jupyter Notebook

ashomah / King-County-House-Sales

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King County House Sales

machine-learning r shiny random-forest linear-regression lasso xgboost dbscan house-price-prediction lasso-regression recursive-feature-elimination rfe

Updated Aug 22, 2019
R

SrinathMurali96 / Heart_Attack_Prediction-Using_Feature-Selection_Algorithm

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Heart Attack Prediction by implementing Feature Selection such as SelectKBest & Recursive Feature Elimination

recursive-feature-elimination selectkbest

Updated May 30, 2021
Python

ashomah / Bike-Sharing-in-Washington-DC

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Bike Sharing in Washington D.C.

python machine-learning linear-regression bike bike-share bike-sharing recursive-feature-elimination rfe

Updated Mar 29, 2019
Python

vaitybharati / Feature-Engg

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Feature-Engg

python feature-extraction decision-tree-classifier recursive-feature-elimination feature-engg univariate-feature-selection

Updated Nov 12, 2020
Jupyter Notebook

raghavm23 / Analyzing-Student-Performance-Using-Data-Mining-Techniques

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Through this research, we are able to model a student’s final grade in a particular subject and link it directly to certain relevant features that influence the outcome. We use the C5.0 decision tree technique to model the data.

random-forest crm predictive-modeling decision-tree recursive-feature-elimination c50

Updated Aug 13, 2019
R

alejo1630 / grades_college_analysis

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A Jupyter Notebook with the analysis and prediction of Final Grades (Pass/Fail) for students of mechatronics engineering in several mechanic courses.

exploratory-data-analysis jupyter-notebook cross-validation data-visualization feature-engineering regression-models binary-classification recursive-feature-elimination college-grade

Updated Apr 18, 2024
Jupyter Notebook

chinmayeeguru / Bike-Sharing-Linear-Regression-Model

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To model the demand for shared bikes with the available independent variables

linear-regression multicollinearity recursive-feature-elimination train-test-split normaldistribution modelbuilding minmaxscalar residual-analysis homoscedasticity

Updated Apr 10, 2022
Jupyter Notebook

MatthewCSC / 2021-Dengue-Fever-Prediction-Time-Series-

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This repository contains the notebook used for the Spring 2021 Kaggle Dengue Fever Prediction Competition. Placement was in the top 10% with a MAE of 24.86. Our best approach involved Random Forest Regression on a reduced featureset selected with Recursive Feature Elimination in combination with correlation with the target (number of dengue cases).

dengue-fever time-series-analysis recursive-feature-elimination randomforest-regression