Mon Dec 16 10:20:40 2024

boston():
  python version:     3.10.12
  numpy version:      1.26.4
  tensorflow version: 2.16.1
  keras version:      3.1.1

  Neural network to classify the Boston housing data.
  The data is read from external files, not internal datasets.
(506, 14)
(333,)
(173,)
(333, 14)
(173, 14)
[24.  21.6 33.4] [20.6 23.9 11.9]
  Processing fold # 0
  Processing fold # 1
  Processing fold # 2
  Processing fold # 3
[0.39200320839881897, 0.32075273990631104, 0.4898017942905426, 0.2126091718673706]
0.3537917286157608
  Processing fold # 0
  Processing fold # 1
  Processing fold # 2
  Processing fold # 3

  Graphics saved in "boston_validation_mae.png"

  Graphics saved in "boston_validation_mae_smoothed.png"

1/6 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step - loss: 0.7163 - mae: 0.5758
6/6 ━━━━━━━━━━━━━━━━━━━━ 0s 1ms/step - loss: 1.2291 - mae: 0.6871 
0.7365318536758423

boston():
  Normal end of execution.
Mon Dec 16 10:30:40 2024