Can You Predict Speed‑Dating Success? A Data‑Driven Exploration

This article walks through loading the Speed Dating dataset, examining its features and missing values, visualizing match rates by gender and age, performing correlation analysis, and building a logistic regression model with SMOTE oversampling to predict whether a pair will successfully match.

Pythondata analysisimbalanced data

0 likes · 11 min read

Can You Predict Speed‑Dating Success? A Data‑Driven Exploration

Alibaba Cloud Developer

Sep 9, 2020 · Artificial Intelligence

Can You Predict Speed‑Dating Success? A Data‑Driven AI Analysis

This article explores the classic Speed Dating dataset, performing data cleaning, exploratory analysis of match rates, gender and age effects, correlation studies, and finally building a logistic regression model with SVMSMOTE oversampling to predict matchmaking success, achieving around 83% accuracy.

PythonSVMSMOTEdata analysis

0 likes · 11 min read

Can You Predict Speed‑Dating Success? A Data‑Driven AI Analysis