Aggregation
التجميع
عملية دمج تنبؤات نماذج متعددة في تنبؤ واحد. في الانحدار يتم عبر المتوسط الحسابي، وفي التصنيف عبر تصويت الأغلبية.
The process of combining predictions from multiple models into a single prediction. In regression this is done by averaging, and in classification by majority vote.
Also translated asالدمج، الجمع
First appears in this corpus in: PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation (2017)
Appears in these papers
- How Powerful Are Graph Neural Networks?2019in the sky ✦
- How Powerful Are Graph Neural Networks?2019in the sky ✦
- Do Transformers Really Perform Bad for Graph Representation?2021in the sky ✦
- Do Transformers Really Perform Bad for Graph Representation?2021in the sky ✦
- PinSage: Graph Convolutional Neural Networks for Web-Scale Recommender Systems2018in the sky ✦
- PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation2017in the sky ✦