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NEW QUESTION: 1
A Data Scientist is developing a machine learning model to predict future patient outcomes based on information collected about each patient and their treatment plans. The model should output a continuous value as its prediction. The data available includes labeled outcomes for a set of
4,000 patients. The study was conducted on a group of individuals over the age of 65 who have a particular disease that is known to worsen with age.
Initial models have performed poorly. While reviewing the underlying data, the Data Scientist notices that, out of 4,000 patient observations, there are 450 where the patient age has been input as 0. The other features for these observations appear normal compared to the rest of the sample population How should the Data Scientist correct this issue?
A. Replace the age field value for records with a value of 0 with the mean or median value from the dataset
B. Drop the age feature from the dataset and train the model using the rest of the features.
C. Drop all records from the dataset where age has been set to 0.
D. Use k-means clustering to handle missing features
Answer: A
Explanation:
For k-means you should do additional derivation of feasible number of clusters which is not a trivial task.
NEW QUESTION: 2
You have a client computer named Computer1. Computer1 uses the 172.16.33.105/20 IP address.
You plan to add three client computers to the subnet where Computer1 is located.
You need to identify a valid IP address to assign to the new client computers. The solution must ensure that the new client computers can communicate with Computer1 by using IPv4.
Which IP address should you identify? (Each correct answer presents part of the solution. Choose three.)
A. 172.16.47.209
B. 172.16.30.80
C. 172.16.31.222
D. 172.16.45.99
E. 172.16.49.11
F. 172.16.35.12
G. 172.16.50.156
H. 172.16.29.50
Answer: A,D,F
Explanation:
The range of the subnet that the 172.16.33.105/20 IP address is in is
172.16.32.0 to 172.16.47.255.
NEW QUESTION: 3
A. Option A
B. Option C
C. Option D
D. Option B
Answer: A,B