meowpunch / ConcreteDataset

analyze Concrete Dataset

ConcreteDataset

• data: origin/Concrete_Data.xls
• analytics: report.pdf

Environment

• Windows 10
• Python 3.7
• Anaconda (recommended)

Install Package

You should install all package scikit-learn, numpy, pandas, xlrd, matplotlib, seaborn, joblib, PyYAML

> conda install scikit-learn numpy pandas xlrd matplotlib seaborn joblib
> pip install PyYAML

You can use pip but anaconda is recommended on windows 10

Execute

baseline

• Linear Model - ElasticNet & Not feature extraction

> python main.py baseline

processed

• Linear Model - ElasticNet & feature extraction

> python main.py processed

advanced

• Ensemble Model - GradientBoosting & feature extraction

> python main.py advanced