/Gender-Prediction-From-Handwriting

Final project of Machine Learning course

Primary LanguagePython

Gender Prediction From Handwriting

Project based on ICDAR2013 - Gender Prediction from Handwriting competition hosted by Kaggle.

Instructions

There are three separated files to execute the different approaches

File mainBaseLine executes:

- Baseline model(default)

File mainPCAandEC executes:´

- Feature selection considering languages(default)
- Weighted Majority Vote Ensembler Classifier(default)
- PCA(Commented Code)

File mainGA executes:

- Genetic Algorithm approach.

To execute each program type the following commands:

python mainBaseline.py
python mainPCAandEC.py
python mainGA.py

Authors:

  • Jhosimar George Arias Figueroa
  • Juan Felipe Hernández Albarracín