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Graduation Time Prediction Model

Model trained using [this dataset] (https://huggingface.co/datasets/Solo-21/nlp-assignment)

Architecture

Sequential

Layer (type) Output Shape Param #
dense (Dense) (None, 64) 320
dense_1 (Dense) (None, 32) 2080
dense_2 (Dense) (None, 16) 528
dense_3 (Dense) (None, 1) 17

Metrics

Model Evaluation Metrics on Test Set:

  • Mean Absolute Error (MAE): 2.23
  • Mean Squared Error (MSE): 6.65
  • Root Mean Squared Error (RMSE): 2.58
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