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Title: Feature Selection using Scikit-Learn in Python - The Python Code

Open Graph Title: Feature Selection using Scikit-Learn in Python - The Python Code

X Title: Feature Selection using Scikit-Learn in Python - The Python Code

Description: Learn how to use Scikit-Learn library in Python to perform feature selection with SelectKBest, random forest algorithm and recursive feature elimination (RFE).

Open Graph Description: Learn how to use Scikit-Learn library in Python to perform feature selection with SelectKBest, random forest algorithm and recursive feature elimination (RFE).

X Description: Learn how to use Scikit-Learn library in Python to perform feature selection with SelectKBest, random forest algorithm and recursive feature elimination (RFE).

Opengraph URL: https://thepythoncode.com/article/feature-selection-and-feature-engineering-using-python

X: @ThePythonCode1

direct link

Domain: www.thepythoncode.com

authorSofiane Ouaari
date2021-02-07T13:08:55.399000+00:00
categoryMachine Learning
og:typewebsite
og:imagehttps://thepythoncode.com/media/articles/feature-selection-using-sklearn-in-python.png
og:image:width600
og:image:height315
twitter:cardsummary_large_image
twitter:imagehttps://thepythoncode.com/media/articles/feature-selection-using-sklearn-in-python.png
twitter:image:altFeature Selection using Scikit-Learn in Python

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Heart Disease Prediction dataset from Kagglehttps://www.kaggle.com/rishidamarla/heart-disease-prediction
chi-square testhttps://en.wikipedia.org/wiki/Chi-squared_test
recursive feature elimination (RFE)https://scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFE.html
DecisionTreeClassifierhttps://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html
RandomForestClassifierhttps://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html
gini indexhttps://en.wikipedia.org/wiki/Gini_coefficient
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How to Apply HOG Feature Extraction in Python.https://www.thepythoncode.com/article/hog-feature-extraction-in-python
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https://www.thepythoncode.com/article/building-a-speech-emotion-recognizer-using-sklearn
How to Make a Speech Emotion Recognizer Using Python And Scikit-learnhttps://www.thepythoncode.com/article/building-a-speech-emotion-recognizer-using-sklearn
Building a Speech Emotion Recognition system that detects emotion from human speech tone using Scikit-learn library in Pythonhttps://www.thepythoncode.com/article/building-a-speech-emotion-recognizer-using-sklearn
https://www.thepythoncode.com/article/creating-dynamic-plots-with-plotly-visualization-tool-in-python
How to Create Plots with Plotly In Pythonhttps://www.thepythoncode.com/article/creating-dynamic-plots-with-plotly-visualization-tool-in-python
Learn how to use the visualization tool Plotly to implement and create dynamic plots and figures (such as scatters, histograms, and candlesticks) in Python.https://www.thepythoncode.com/article/creating-dynamic-plots-with-plotly-visualization-tool-in-python
https://www.thepythoncode.com/article/kmeans-for-image-segmentation-opencv-python
How to Use K-Means Clustering for Image Segmentation using OpenCV in Pythonhttps://www.thepythoncode.com/article/kmeans-for-image-segmentation-opencv-python
Using K-Means Clustering unsupervised machine learning algorithm to segment different parts of an image using OpenCV in Python.https://www.thepythoncode.com/article/kmeans-for-image-segmentation-opencv-python
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Building an Advanced Audiobook Generator with Python and ElevenLabs TTShttps://www.thepythoncode.com/article/building-an-advanced-audiobook-generator-with-python-and-elevenlabs-tts
Building a Full-Stack RAG Chatbot with FastAPI, OpenAI, and Streamlithttps://www.thepythoncode.com/article/build-rag-chatbot-fastapi-openai-streamlit
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How to Extract Tables from PDF in Pythonhttps://www.thepythoncode.com/article/extract-pdf-tables-in-python-camelot
How to Make a Keylogger in Pythonhttps://www.thepythoncode.com/article/write-a-keylogger-python
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