2021 Autumn ML-Personalwork

Personalwork Code, Opensource with GPLv2 License

根据投篮的位置，投篮手段，比赛时间等因素，预测单次投篮是否会命中。

SnapdragonLee

20558 条训练数据， 5139 条测试数据，共有 20 条属性，目标标签为 shot_made_flag。

Training Set：DataSet/Train.csv

Test Set：DataSet/Test.csv

roc_auc_score

Submission.zip (submission.txt) 以测试集数据为顺序，每一行记录模型预测出的命中概率

0.7133916302483058, Rank 3/22.

基于 XGBClassifier，具体可以查看 report.pdf 。

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
DataSet		DataSet
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
data.csv		data.csv
data.py		data.py
main.py		main.py
report.md		report.md
requirements.txt		requirements.txt
sample_submission.csv		sample_submission.csv
submission.txt		submission.txt
submission_logistic.csv		submission_logistic.csv
submission_logistic.txt		submission_logistic.txt
submission_wf.txt		submission_wf.txt
submission_xgboost.csv		submission_xgboost.csv
submission_xgboost.txt		submission_xgboost.txt

SnapdragonLee/ML-PersonalWork