From 15854ba9898cbf5448096d76c830fd40b70587db Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Wed, 11 Aug 2021 16:10:24 +0800 Subject: [PATCH] style. Adjust menu --- .../滴滴——预估到达时间/README.md | 30 ++++++++++-------- .../assets/1628669063602.png | Bin 0 -> 74124 bytes .../assets/1628669073291.png | Bin 0 -> 41844 bytes .../assets/1628669152380.png | Bin 0 -> 58371 bytes .../预估到达时间解题思路.pdf | Bin 444814 -> 444654 bytes 5 files changed, 17 insertions(+), 13 deletions(-) create mode 100644 机器学习竞赛实战_优胜解决方案/滴滴——预估到达时间/assets/1628669063602.png create mode 100644 机器学习竞赛实战_优胜解决方案/滴滴——预估到达时间/assets/1628669073291.png create mode 100644 机器学习竞赛实战_优胜解决方案/滴滴——预估到达时间/assets/1628669152380.png diff --git a/机器学习竞赛实战_优胜解决方案/滴滴——预估到达时间/README.md b/机器学习竞赛实战_优胜解决方案/滴滴——预估到达时间/README.md index d9b97dc..f4f62b5 100644 --- a/机器学习竞赛实战_优胜解决方案/滴滴——预估到达时间/README.md +++ b/机器学习竞赛实战_优胜解决方案/滴滴——预估到达时间/README.md @@ -24,24 +24,28 @@ 由于滴滴数据保密协议,博主也无法找到可开放数据及数据地址,故无法提供。 +### Features + +- max_order_xt:head级别的特征,如同一sample_eta、distinct等 +- max_170_link_sqe_for_order:link序列特征,如右格式:[link_id_1, link_id_3, link_id_20...] +- cross_data_dir:cross序列特征 +- link_data_other_dir:link统计特征,如某link_id前6小时的均值、求和等 +- head_data_dir:历史同星期的全天的统计特征 +- win_order_data_dir:订单的滑窗特征,如当前订单时间点的前段时间的统计特征 +- arrival_data_dir:历史到达路况状态的统计特征 +- zsl_arrival_data_dir:同上,不同人进行构建 +- arrival_sqe_data_dir:到达时刻的序列特征,提供给DCN的T模型进行蒸馏给S模型 +- pre_arrival_sqe_dir:利用树模型预测的到达时刻特征 +- zsl_link_data_dir:link统计特征,不同人构建 + ### Model - DCN模型 - - max_order_xt:head级别的特征,如同一sample_eta、distinct等 - - max_170_link_sqe_for_order:link序列特征,如右格式:[link_id_1, link_id_3, link_id_20...] - - cross_data_dir:cross序列特征 - - link_data_other_dir:link统计特征,如某link_id前6小时的均值、求和等 - - head_data_dir:历史同星期的全天的统计特征 - - win_order_data_dir:订单的滑窗特征,如当前订单时间点的前段时间的统计特征 - - arrival_data_dir:历史到达路况状态的统计特征 - - zsl_arrival_data_dir:同上,不同人进行构建 - - arrival_sqe_data_dir:到达时刻的序列特征,提供给DCN的T模型进行蒸馏给S模型 - - pre_arrival_sqe_dir:利用树模型预测的到达时刻特征 - - zsl_link_data_dir:link统计特征,不同人构建 + - ![1628669063602](assets/1628669063602.png) - WDR模型 - - 同上 + - ![1628669073291](assets/1628669073291.png) - LGB模型 - - 待补充 + - 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