Use of open source AutoML libraries for breast cancer classification

[gautamgc17]

trafficstars

Hey I would like to work on open source AutoML frameworks such as Auto-Sklearn, TPOT, H2O AutoML etc for breast cancer prediction to figure out the best model for this task with optimized hyper-parameters. Then save the best model in pickle format for prediction in flask app. These frameworks help in automating some of the critical components of the machine learning pipeline such as:

• Select and construct appropriate features.
• Select an appropriate model.
• Finetune the model hyperparameters automatically.
• Design the topology of neural networks (if deep learning is used).
• Critically analyze the results obtained.

[freny24]

@gautamgc17 the issue has been assigned to you, kindly work on it!