Task: Data Standardization vs Normalization vs Robust Scaler Comparison
Task: Data Standardization vs Normalization vs Robust Scaler Comparison: a task in Terminal-Lego-15k (Harbor dataset). Create a Python script that demonstrates and compares three data scaling techniques — Standardization (StandardScaler) , Normalization (MinMaxScaler) , and Robust Scaler…
The task
Create a Python script that demonstrates and compares three data scaling techniques — **Standardization (StandardScaler)**, **Normalization (MinMaxScaler)**, and **Robust Scaler (RobustScaler)** — on a dataset containing outliers. The script should clearly show how each method handles extreme values and produce…
Part of PrimeIntellect/Terminal-Lego-15k.