Techlog

Blog and CV about Machine Learning, Computer Vision, Data Science, Python.

Outlier Scan

이상치의 탐지

15 min read · February 04, 2025

2025 · Z-Score, IQR, DBSCAN, LOF · ML
Performance measurement of Regression Model

RMSE와 MAE를 활용한 회귀 모델의 성능 측정

3 min read · January 22, 2025

2025 · RMSE, MAE · ML
Data Scaling for Regression Modeling

회귀 모델링을 위한 데이터 표준화

2 min read · January 22, 2025

2025 · Standard_Scaler, Regression · ML
Classification

분류 문제의 정의와 종류

5 min read · January 20, 2025

2025 · Binary_Classification, Multi-Class_Classification · ML
Regression

회귀분석

8 min read · January 17, 2025

2025 · Regression, SLR, MLR, Multicollinearity · ML