Question: Please code in Python: age sex fracture weight_kg height_cm medication waiting_time bmd 57.0527678 1 0 64 155.5 1 18 0.8793 75.7412248 1 0 78 162

Please code in Python:

Please code in Python: age sex fracture weight_kg height_cm medication waiting_time bmd

age sex fracture weight_kg height_cm medication waiting_time bmd
57.0527678 1 0 64 155.5 1 18 0.8793
75.7412248 1 0 78 162 0 56 0.79460001
70.7789 0 0 73 170.5 0 10 0.90670002
78.2471753 1 0 60 148 0 14 0.7112
54.1918766 0 0 55 161 0 20 0.79089999
77.1777515 0 0 65 168 0 7 0.73009998
56.1806177 0 0 77 159 0 26 1.0096
49.9161399 1 0 59 150 0 9 0.73100001
68.4084033 0 0 64 167 1 6 0.6893
66.256648 0 0 72 159.5 0 10 0.94660002

The dataset linked above contains information about patients who may have bone fractures. The dataset contains the following information: - Age - Gender: Male (0), Female (1) - Fracture: No (0), Yes (1) -> Target variable - Weight in kg - Height in centimeters - Medication: No medication (0), Anticonvulsant or Glucocorticoids (1) - Waiting time - Bone mineral density (BMD) a. Partition the data into training and testing dataset in the ration of 7:3 (10 pts). b. Build the model using artificial neural networks and validate the model. Please provide your explanation if you need when you built the model (15 pts)

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!