First, as a ML beginner, I learned so much from your project. Many thanks.
I gathered data from 2007-08 to 2021-22 seasons and made a full dataset.
and trained both Xgboost and NN model, result was awesome.
Currently my model predicted 55 games so far and result is presented below table.
| —— | Away Win | Home Win | Under | Over |
| Xgb | 75.0% | 83.9% | 71.4% | 77.8% |
| NN | 64.5% | 87.5% | 72.2% | 64.9% |
I think this result is excessively high so I assume that I did something wrong during training model or making dataset.
If you can check my forked repo and tell me your thoughts, It would be greatful.
I'm just doing this by searching from google & stackoverflow so I am not sure what's the problem ...
Hello @kyleskom .
First, as a ML beginner, I learned so much from your project. Many thanks.
I gathered data from 2007-08 to 2021-22 seasons and made a full dataset. and trained both Xgboost and NN model, result was awesome.
Currently my model predicted 55 games so far and result is presented below table.
| —— | Away Win | Home Win | Under | Over | | Xgb | 75.0% | 83.9% | 71.4% | 77.8% | | NN | 64.5% | 87.5% | 72.2% | 64.9% |
I think this result is excessively high so I assume that I did something wrong during training model or making dataset. If you can check my forked repo and tell me your thoughts, It would be greatful.
I'm just doing this by searching from google & stackoverflow so I am not sure what's the problem ...
Have a great day!
https://github.com/Jojorabbit21/NBA-Machine-Learning-Sports-Betting