研究文章
侧重于以客户为中心的评价体系来评估客户的满意度Airbnb使用自然语言处理和机器学习
表4
总体成绩预测的基础上,真正的小学成绩样本24清单根据客户的类别使用高钙,SVR,神经网络算法。
|
|
高钙 |
SVR |
神经网络 |
| 清单ID |
房间类型 |
个人 |
夫妇 |
家庭 |
个人 |
夫妇 |
家庭 |
个人 |
夫妇 |
家庭 |
|
| l1 |
私人房间 |
95.038 |
95.091 |
95.337 |
95.302 |
95.100 |
95.500 |
95.167 |
94.982 |
95.645 |
| l2 |
私人房间 |
96.708 |
97.050 |
97.139 |
96.899 |
97.100 |
97.300 |
96.453 |
96.993 |
97.411 |
| l3 |
私人房间 |
91.592 |
91.494 |
91.551 |
91.700 |
91.900 |
91.700 |
91.565 |
92.041 |
92.221 |
| l4 |
私人房间 |
97.088 |
97.518 |
97.788 |
97.297 |
97.900 |
97.900 |
97.176 |
97.952 |
98.194 |
| l5 |
私人房间 |
96.708 |
97.050 |
97.139 |
96.899 |
97.100 |
97.300 |
96.453 |
96.993 |
97.411 |
| l6 |
私人房间 |
96.708 |
97.050 |
97.139 |
96.899 |
97.100 |
97.300 |
96.453 |
96.993 |
97.411 |
| l7 |
整个家庭/恰当的 |
91.235 |
91.291 |
92.216 |
91.499 |
91.701 |
92.100 |
90.620 |
91.269 |
91.884 |
| l8 |
整个家庭/恰当的 |
95.418 |
95.559 |
95.986 |
95.700 |
95.900 |
96.100 |
95.321 |
95.941 |
96.435 |
| l9 |
整个家庭/恰当的 |
97.088 |
97.518 |
97.788 |
97.297 |
97.900 |
97.900 |
97.176 |
97.952 |
98.194 |
| l10 |
整个家庭/恰当的 |
93.333 |
93.043 |
93.556 |
93.502 |
93.100 |
93.700 |
93.860 |
92.922 |
93.791 |
| l11 |
整个家庭/恰当的 |
89.552 |
89.329 |
89.838 |
89.301 |
89.900 |
89.900 |
88.962 |
89.166 |
89.626 |
| l12 |
整个家庭/恰当的 |
95.038 |
95.091 |
95.337 |
95.302 |
95.100 |
95.500 |
95.167 |
94.982 |
95.645 |
| l13 |
酒店房间 |
94.553 |
94.945 |
94.505 |
94.497 |
95.100 |
94.700 |
94.650 |
95.105 |
94.991 |
| l14 |
酒店房间 |
89.552 |
89.329 |
89.838 |
89.301 |
89.900 |
89.900 |
88.962 |
89.166 |
89.626 |
| l15 |
酒店房间 |
96.708 |
97.050 |
97.139 |
96.899 |
97.100 |
97.300 |
96.453 |
96.993 |
97.411 |
| l16 |
酒店房间 |
95.418 |
95.559 |
95.986 |
95.700 |
95.900 |
96.100 |
95.321 |
95.941 |
96.435 |
| l17 |
酒店房间 |
95.418 |
95.559 |
95.986 |
95.700 |
95.900 |
96.100 |
95.321 |
95.941 |
96.435 |
| l18 |
酒店房间 |
97.088 |
97.518 |
97.788 |
97.297 |
97.900 |
97.900 |
97.176 |
97.952 |
98.194 |
| l19 |
共享房间 |
95.383 |
95.469 |
96.007 |
95.498 |
95.900 |
96.100 |
95.209 |
95.893 |
96.360 |
| l20. |
共享房间 |
96.708 |
97.050 |
97.139 |
96.899 |
97.100 |
97.300 |
96.453 |
96.993 |
97.411 |
| l21 |
共享房间 |
97.088 |
97.518 |
97.788 |
97.297 |
97.900 |
97.900 |
97.176 |
97.952 |
98.194 |
| l22 |
共享房间 |
82.868 |
82.578 |
82.764 |
82.502 |
82.901 |
82.701 |
81.890 |
81.697 |
81.958 |
| l23 |
共享房间 |
83.549 |
83.073 |
83.366 |
83.298 |
83.701 |
83.300 |
83.097 |
83.421 |
83.334 |
| l24 |
共享房间 |
97.088 |
97.518 |
97.788 |
97.297 |
97.900 |
97.900 |
97.176 |
97.952 |
98.194 |
|
|
