Comments (4)
你好,是说你复现结果比论文汇报结果高吗?为了观察随机因素(例如参数初始化)对模型结果的影响,代码是没有固定随机种子的,因此可能受到随机种子以及设备、系统等因素影响存在一定效果扰动。
from hccf.
from hccf.
你好,我重新训练了一次Yelp和Amazon上的模型,这次训练和测试的结果分别是0.0621/0.0525和0.0345/0.0261,和论文汇报的结果在0.001-0.002左右,按经验来说属于代码中各种随机因素造成的合理波动范围
from hccf.
是
yelp 论文中是 0.0607和0.0510
from hccf.
Related Issues (17)
- 代码
- 代码 HOT 6
- 对比损失函数 HOT 1
- about amazon dataset question HOT 1
- dataset HOT 1
- 关于实验结果的疑问 HOT 1
- Over-smoothing HOT 1
- 请教论文和代码中的几个小问题 HOT 1
- 请问下torchvision版本下的model和Model_sparse有什么区别呢。 HOT 1
- residual connections is absent in torch version. HOT 1
- 关于ml10m数据集的问题 HOT 1
- 关于数据集的问题 HOT 2
- 关于HCCF在其他数据集上的性能 HOT 1
- 不好意思看错了 HOT 1
- 请问可以提供Yelp_implicit_withCats数据集的下载地址吗? HOT 3
- 关于论文中Figure 1的疑问 HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from hccf.