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Update 15-实战Kaggle比赛:预测房价.md #8

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4 changes: 2 additions & 2 deletions notes/15-实战Kaggle比赛:预测房价.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,6 @@

- 实际上这个时间竞赛已经结束了。

- 这节目的是提供大家一个实际操作的机会,使用的大多是前面学到的知识。课程提供了代码样本,酒体内容详见含注释的代码中
- 这节目的是提供大家一个实际操作的机会,使用的大多是前面学到的知识。课程提供了代码样本,具体内容详见含注释的代码中
- 简单介绍一下数据集的内容,数据集是加州2020年几乎全部的房子交易记录,这里选择前半年的数据作为训练集,后半年作为验证集,包括许多的信息,如:ID,洗手间个数,卧室个数,政府预测价格等等共41个特征,连结如下:https://www.kaggle.com/c/california-house-prices/data?select=train.csv 需要大家自行下载数据集(没有kaglle账户的要注册才可以下载)
- 在真实数据集上,已经提供的程序得到的效果会很差,需要我们使用各种方法来优化,例如dropout,weught decay等,期待大家取得好成绩!
- 在真实数据集上,已经提供的程序得到的效果会很差,需要我们使用各种方法来优化,例如dropout,weught decay等,期待大家取得好成绩!