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Predicting whether two persons meeting in a speed dating event get matched using deep learning methods

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speed_dating_prediction

Predicting whether two persons meeting in a speed dating event get matched using deep learning methods

I have used an L2 regularised simple neural network with two hidden layers, incorporating gradient clipping and cross-validation for better performance.

Data Source: https://www.kaggle.com/datasets/ulrikthygepedersen/speed-dating/data

Accuracy: 90% (The highest one achieved on the creator's machine) Precision: 60% (The highest one achieved on the creator's machine)

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