Credit Card Fraud Detection with K-Nearest Neighbors
Intro We will build a logistic regression model using PCA transformed data. Dataset: data/creditcard.csv source: Kaggle Previously, I built this model with L...
Recent posts
Credit Card Fraud Detection with Logistic Regression
Intro We will build a logistic regression model using PCA transformed data. Dataset: data/creditcard.csv source: Kaggle
Error Propagation for Statistical Modeling
Let’s say you have a dataset with \(x\) and \(y\) features, and then you want to build a model,
Housing price prediction with linear regression
Intro This project is the famous housing price prediction. Description of data field can be found at the dataset source.
Scoring metrics for binary classifications
There are various terms about the scoring metrics about classification machine learning models. Let’s summarize them here!