Chen-et-al-2023a

Prediction of persistency for day 305 in lactation at the moment of the insemination decision

Codes (Pyspark)

Linear regression, ridge regression, lasso regression and random forest

Only linear regression

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
1. DataEditing.ipynb		1. DataEditing.ipynb
2. DataFitting.ipynb		2. DataFitting.ipynb
3. FittingResult.ipynb		3. FittingResult.ipynb
Day100_decay.ipynb		Day100_decay.ipynb
Day125_decay.ipynb		Day125_decay.ipynb
Day50_decay.ipynb		Day50_decay.ipynb
Day75_decay.ipynb		Day75_decay.ipynb
LinearRegreesionForM305.ipynb		LinearRegreesionForM305.ipynb
README.md		README.md
Table A1 Descriptive analysis at DIM50.png		Table A1 Descriptive analysis at DIM50.png
Table A2 Descriptive analysis at DIM100.png		Table A2 Descriptive analysis at DIM100.png
Table A3 Descriptive analysis at DIM125.png		Table A3 Descriptive analysis at DIM125.png
Table A4 M305 model performance.png		Table A4 M305 model performance.png
Table A5 other methods performance for decay model.png		Table A5 other methods performance for decay model.png
Table A6 decay model included previous LCC.png		Table A6 decay model included previous LCC.png
Table A7 decay models for two parity groups.png		Table A7 decay models for two parity groups.png
Table A8 Cut-off value.png		Table A8 Cut-off value.png