Synthetic dataset and notebooks for introvert vs. extrovert personality modeling (privacy-safe, ML-ready).

(All-in-One Concept Coverage)

Program untuk menentukan introvert atau extrovert sebagai pemenuh tugas mata kuliah SBP Deploy : https://septaadinugroho.github.io/introvert-vs-extrovert-test/

Introvert-vs.-Extrovert-Classifier-using-ML Project

Machine learning pipeline for predicting personality type (Extrovert vs Introvert) , Covers cleaning, feature extraction, univariate & bivariate analysis, data preprocessing , and testing multiple models before selecting a high-accuracy StackingClassifier ensemble

Kaggle Playground S5E7 - Predicting Introverts vs Extroverts using Random Forest

Dive into the Extrovert vs. Introvert Personality Traits Dataset, a rich collection of behavioral and social data designed to explore the spectrum of human personality. This dataset captures key indicators of extroversion and introversion.

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hey. this is Amir.in this notebook we are tackling a kaggles playground comppitition called (Interovert Vs Extrovert). be aware that this compitition has crossed the deadline by now.

Proyek machine learning untuk klasifikasi kepribadian berdasarkan data sosial dan perilaku. Meliputi data preparation, pemodelan dengan Logistic Regression & Random Forest, serta evaluasi menggunakan metrik akurasi dan AUC-ROC. Model terbaik mencapai akurasi ~92%.

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A deep learning model to classify extrovert vs introvert personality types using behavioral data.

Kaggle ML project to predict Introverts vs Extroverts using behavioral traits. Models used: Logistic Regression and Random Forest.

This project analyzes how personality types (Introvert vs Extrovert) relate to various social behavior metrics using exploratory data analysis (EDA) and visualization.

his repository contains a robust, end-to-end machine learning pipeline for predicting personality types (Extrovert vs. Introvert) from behavioral survey data. The workflow includes advanced data cleaning, missing value imputation, class balancing, feature engineering, model selection, and ensemble learning. Built for the Kaggle Playground Series S.

This project implements a logistic regression model to predict personality types (Extrovert vs. Introvert) based on behavioral features such as time spent alone, stage fear, social event attendance, and other personality indicators. The model uses machine learning techniques to classify individuals into personality categories based on their respons

Introvert Vs Extrovert Classifier

Test Introvert vs Extrovert

Extrovert vs. Introvert Behavio

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Extrovert vs. Introvert Behavior Classification

Extrovert vs. Introvert Behavior Prediction

Interactive Introvert vs Extrovert Quiz

On this project i will try to classify Introverts vs Extroverts from a competition Kaggle Dataset.

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Prediciting Personality Traits: Classifying Extroverts vs Introverts from Behavorial Data