Day: November 25, 2021

Uncategorized

Boston Housing Data Analysis

API
https://www.tensorflow.org/api_docs/python/tf/keras/datasets/boston_housing/load_data

Samples contain 13 attributes of houses at different locations around the Boston suburbs in the late 1970s. Targets are the median values of the houses at a location (in k$).

http://lib.stat.cmu.edu/datasets/boston

404×13 = 5252

y_train x_train 404 samples
y_test x_test 102 samples
x 13
y 1 target scalar

y_train, y_test: numpy arrays of shape (num_samples,) containing the target scalars. The targets are float scalars typically between 10 and 50 that represent the home prices in k$.