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Regression examples

Predicting the median price of homes in a given Boston suburb in the mid-70's, given certain data points.

Data:

  • 506 data point split into 404 training samples, 102 test samples.
  • Features have different scale.
  • Prices in USD thousands.

Model:

  • Keras Sequential with two Dense layers
  • K-fold cross validation

Results: