We are trying to build a model which detects a rare disease from patients' symptoms. The disease occurrence is one in 100,00 people.

We have identified 22 patients with the disease to build the model along side of 28 healthy people.

Build a model to detect this rare disease based on age, cholostrol (chol) level, and sex. The column event equal to one identifies the patients.

The datafilehas been attached to the question below.

cevent.csv

FYI - the data of the 50 patients also copied here.

age chol sex event

141106M0

246147M1

372131M1

462125M1

574107M0

661155M1

771174M1

865148M1

942157M0

1072153M1

1155195M1

1276177M1

1372143M0

146494M0

156262M1

1673155M1

1760101M0

1856180M1

1944134M0

2065154M1

2148149M0

2257177M1

2377169M1

2442120M0

2569158M1

2640130F0

2755140F0

2839154F0

2977115F0

3070134F1

3144124F0

32106161F0

3380134F0

3478159F0

3570127F0

3688190F1

3754136F0

3877129F0

3967169F1

4068188F0

4185190F1

4244159F0

4334115F0

4452159F1

4554181F0

4670124F0

4778196F0

4885126F0

4950178F0

5065129F1