Artificial Neural Network models. Explain how these activation
functions map input values to different output values. Can an
Artificial Neural Network model only employs linear regression
functions as its activation functions and explain the
reason.
You have the records of 12 patients with their attributes and
labelled cancer test results. Your task is to build a decision tree
model to classify patients as the groups with cancer or without
cancer based on their personal attributes. Which is the best
attribute to split the dataset to purify instances? Note that you
only need to consider the single best attribute to split the
dataset. Please explain your criteria to split the dataset and show
your calculation steps.
Index
Smoke
Alcoholism
Obesity
Cancer
1
Yes
Yes
Yes
Yes
2
Yes
No
Yes
Yes
3
No
No
Yes
No
4
No
Yes
Yes
No
5
Yes
Yes
No
Yes
6
Yes
Yes
Yes
Yes
7
Yes
No
No
Yes
8
No
Yes
No
Yes
9
Yes
No
No
Yes
10
No
No
Yes
No
11
Yes
Yes
No
No
12
Yes
No
No
No
- List Three Kinds Of Activation Functions That Can Be Used In Artificial Neural Network Models Explain How These Activat 1 (62.57 KiB) Viewed 23 times