MVO algorithm for mortality vector optimization and evaluation
Project description
my_mvo
Python package for Mortality Vector Optimization (MVO) to predict patient outcomes.
Features
- Normalize feature matrices
- Multi-stage vector optimization
- Bootstrap evaluation of AUC, Brier score, and C-index
- Logistic regression-based probability prediction
Installation
pip install my_mvo
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
mvo_core-0.1.2.tar.gz
(4.4 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file mvo_core-0.1.2.tar.gz.
File metadata
- Download URL: mvo_core-0.1.2.tar.gz
- Upload date:
- Size: 4.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.0
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
57e58057ec6d15b0d952759c82e41bfa5434819e377e97de4ef6c2514d519296
|
|
| MD5 |
adb9b604085dafa79e9bb371b3df9528
|
|
| BLAKE2b-256 |
4e0f37c8a83aca0e4d5240e1f491040e1c72dde10f926df3ec0793ece0e31d12
|
File details
Details for the file mvo_core-0.1.2-py3-none-any.whl.
File metadata
- Download URL: mvo_core-0.1.2-py3-none-any.whl
- Upload date:
- Size: 4.8 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.0
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
7f525eb1efb745ed9479f95514e34a97adeca0045a4ce038593c35212a898e84
|
|
| MD5 |
ca5ab986136cbfd51414d33390b4ed51
|
|
| BLAKE2b-256 |
057d26dd95027bff5f278547829f4b26ae25aeec3dfdc906cc0f0aed04db2de9
|