Question

show that smaller the unit layer of numerical value​

Answer 1

Explanation:

There are some basic rules for choosing number of hidden neurons. one rule says it should be 2/3 to the total number of inputs so if you 18 features , try 12 hidden neurons. For hidden layers two layers are considered better, however you can check the accuracy of your model by changing the numbers of layers and select the one which gives best result.