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Topic: "wrapper-methods"

thieu1995/mafese

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

Language: Python - Size: 4.51 MB - Last synced at: 17 days ago - Pushed at: 11 months ago - Stars: 72 - Forks: 24

Younes-Charfaoui/Feature-Selection-Techniques

Python code source for features selection 👨‍🔬 series on medium website. 📰

Language: Jupyter Notebook - Size: 207 KB - Last synced at: 4 days ago - Pushed at: about 5 years ago - Stars: 42 - Forks: 22

GeorgiosKalantzis/Audio_GenreClassification

Music genre classification done in two different ways. 1. Traditional ML and 2. Temporal feature integration/ Fusion of decisions.

Language: Python - Size: 158 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 3

devendraDPI/qtrip 📦

Automated testing project for QTrip, a travel website, using Java, Selenium, and TestNG. Implemented Page Object Model for 4+ test cases, integrated Apache POI for dynamic data, and utilized Extent Reports for detailed test reporting.

Language: Java - Size: 4.36 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

NicklasXYZ/redisxchange

Python convenience/wrapper methods and classes for setting up FIFO message queues and/or pub-sub message brokers for clients to use for exchanging messages through Redis.

Language: Python - Size: 26.4 KB - Last synced at: 7 days ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

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: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

DavidAlmagro/FeatureEngineering_WrapperMethods

Implementation of wrapper methods for selecting optimal feature subsets to improve model performance.

Language: Jupyter Notebook - Size: 95.7 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

tohid-yousefi/Wrapper_Feature_Selection

in this section, we will be wrapper feature selection on the diabetes dataset

Language: Jupyter Notebook - Size: 198 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

janasatvika/Optimizing-Classification-Models-using-Permutation-Feature-Importance-Method

High data dimensionality and irrelevant features can negatively impact the performance of machine learning algorithms. This repository implements the Permutation feature importance method to enhance the performance of some machine learning models by identifying the contribution of each feature used.

Language: Jupyter Notebook - Size: 1.99 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - 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

elshaabigail/Apps-Store-Properties-Prediction

A project aimed at predicting variables of interest within the dataset.

Language: Jupyter Notebook - Size: 377 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

sotirismos/Audio-Genre-Classification Fork of GeorgiosKalantzis/Audio_GenreClassification

Music genre classification done in two different ways: 1.Traditional ML and 2.Temporal feature integration/Fusion of decisions.

Language: Python - Size: 588 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Related Topics
machine-learning 6 feature-selection 6 feature-engineering 5 feature-extraction 3 python 3 sequential-feature-selection 2 predictive-modeling 2 dimensionality-reduction 2 feature-selection-methods 2 feature-importance 2 filter-methods 2 autoencoder 2 gtzan-dataset 2 temporal-features 2 forward-selection 2 backward-elimination 2 feature-generation 1 feature-evaluator 1 sklearn 1 screenshots 1 series 1 pandas 1 machinelearning-python 1 jupyter-notebook 1 selenium 1 travel 1 testng 1 embedded-methods 1 deep-learning 1 data-science 1 ui-testing 1 travel-test 1 svm-classifier 1 subset-selection 1 relief-f 1 pearson-correlation-coefficient 1 optimization 1 mutual-information 1 knn-classifier 1 harris-hawks-optimization 1 genetic-algorithm 1 decision-tree-classifier 1 search-organisation 1 relevance-based-feature-ranking 1 recursive-feature-elimination 1 random-exponential-sequential 1 hybrid-methods 1 forward-backward-algo 1 feature-weighting-methods 1 feature-sebset-search-process 1 support-vector-machines 1 relevant-feature-analysis 1 permutation-importance 1 permutation-feature-importance 1 optimization-methods 1 optimization-algorithms 1 k-nearest-neighbors 1 decision-trees 1 classification 1 redis-py 1 redis-client 1 redis 1 msgpack 1 unsupervised-learning 1 temporal-integration 1 music-genre-classification 1 ensemble-learning 1 screenshot-capture 1 page-object-model 1 locators 1 java 1 gradle 1 extent-reports 1 developer-tools 1 debugging 1 automation-testing 1 api-testing 1 model-optimization 1 random-forest-regressor 1 decision-tree-regressor 1 data-analysis 1 wrapper 1 sequential-floating-feature-selection 1 exhaustive-feature-selection 1