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best_hyperparams.yml
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best_hyperparams.yml
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# 74.71 ± 1.42
squirrel:
lr: 0.01
hidden_dim: 128
num_layers: 4
jk: "max"
patience: 400
conv_type: "dir-gcn"
alpha: 1
normalize: True
# 79.71 ± 1.26
chameleon:
lr: 0.005
hidden_dim: 128
num_layers: 5
jk: "max"
patience: 400
conv_type: "dir-gcn"
alpha: 1
normalize: True
# 64.08 ± 0.26
arxiv-year:
lr: 0.005
hidden_dim: 256
num_layers: 6
jk: "cat"
patience: 200
conv_type: "dir-gcn"
# 73.95 ± 0.05
snap-patents:
lr: 0.01
hidden_dim: 32
num_layers: 5
jk: "max"
patience: 200
normalize: True
conv_type: "dir-gcn"
# 91.23 ± 0.32
directed-roman-empire:
lr: 0.01
hidden_dim: 256
num_layers: 5
jk: "cat"
dropout: 0.2
patience: 200
conv_type: "dir-sage"