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#3 各文件模型的准确率一览

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created 1 year ago by ChenGX · 1 comments
ChenGX commented 1 year ago

RGCN

0.875052
dropout=0.5, l2=0, self-loop, 0.911090

Balance CE

处理class imbalance问题，对ce损失增加权重
0.867561

Focal Loss

dropout=0.3, l2=0, 0.874310
dropout=0.5, l2=0, 0.903460
dropout=0.5, l2=0, self-loop, 0.906824

# RGCN 0.875052 dropout=0.5, l2=0, self-loop, 0.911090 # Balance CE 处理class imbalance问题，对ce损失增加权重 0.867561 # Focal Loss dropout=0.3, l2=0, 0.874310 dropout=0.5, l2=0, 0.903460 dropout=0.5, l2=0, self-loop, 0.906824
ChenGX commented 1 year ago
Poster

目前貌似RGCN添加自环、l2约束、以及dropout防止过拟合得到的结果最优

目前貌似RGCN添加自环、l2约束、以及dropout防止过拟合得到的结果最优
ChenGX closed this issue 1 year ago
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