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<<<<<<< HEAD
76.65 73.00 68.30 65.50 59.80 54.00 data:citeseer-model:sparsegat-attention_loss:sparse_max-labeling_rate:0.01-main_loss:entropy_and_sparsity-
86.00 78.80 79.40 72.10 65.05 54.40 data:cora-model:sparsegat-attention_loss:sparse_max-labeling_rate:0.01-main_loss:entropy_and_sparsity-
86.20 85.80 85.30 84.40 81.20 82.50 data:pubmed-model:sparsegat-attention_loss:sparse_max-labeling_rate:0.01-main_loss:entropy_and_sparsity-
=======
<<<<<<< HEAD
============================= test session starts ==============================
platform linux -- Python 3.7.6, pytest-5.4.3, py-1.9.0, pluggy-0.13.1
rootdir: /home/dtamnguyen/GraphNetworksRepo/reproduction/bitcoin_networks
plugins: xdist-1.33.0, forked-1.2.0
collected 18 items / 17 deselected / 1 selected
=======
<<<<<<< HEAD
<<<<<<< HEAD
################################################
ALL Result in average
################################################
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.001-n_hops_max:2-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:1e+02- mean 18.10
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.001-n_hops_max:2-use_exact_n_hops:False-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1e+02- mean 17.00
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.001-n_hops_max:2-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:0.1- mean 18.10
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.001-n_hops_max:2-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:1e+02- mean 18.10
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.001-n_hops_max:3-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1- mean 18.20
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.001-n_hops_max:3-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1- mean 16.90
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.005-n_hops_max:2-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:0.01- mean 36.80
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.005-n_hops_max:2-use_exact_n_hops:False-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:10- mean 45.00
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.005-n_hops_max:2-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:1- mean 29.50
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.005-n_hops_max:3-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1e+02- mean 31.10
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.005-n_hops_max:3-use_exact_n_hops:False-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:0.1- mean 56.30
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.005-n_hops_max:3-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:0.1- mean 49.30
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.005-n_hops_max:3-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:10- mean 49.80
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.01-n_hops_max:2-use_exact_n_hops:False-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:1e+02- mean 53.00
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.01-n_hops_max:2-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:1- mean 41.10
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.01-n_hops_max:2-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:0.1- mean 40.90
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.01-n_hops_max:3-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:0.1- mean 48.60
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.01-n_hops_max:3-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1- mean 55.50
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.01-n_hops_max:3-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:0.01- mean 62.70
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.05-n_hops_max:2-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:1- mean 66.90
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.05-n_hops_max:2-use_exact_n_hops:False-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:1- mean 68.60
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.05-n_hops_max:2-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:1- mean 68.30
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.05-n_hops_max:2-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:10- mean 70.00
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.05-n_hops_max:3-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:0.1- mean 68.90
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.05-n_hops_max:3-use_exact_n_hops:False-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:10- mean 70.10
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.05-n_hops_max:3-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:1- mean 66.50
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.1-n_hops_max:2-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1- mean 71.95
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.1-n_hops_max:2-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:0.01- mean 71.90
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.1-n_hops_max:3-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:0.01- mean 70.20
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.1-n_hops_max:3-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:0.01- mean 71.00
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.1-n_hops_max:3-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1e+02- mean 70.30
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.2-n_hops_max:2-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:10- mean 72.80
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.2-n_hops_max:2-use_exact_n_hops:False-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:0.01- mean 72.70
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.2-n_hops_max:2-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:0.1- mean 72.80
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.2-n_hops_max:2-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:10- mean 71.60
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.2-n_hops_max:3-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:1e+02- mean 71.40
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.2-n_hops_max:3-use_exact_n_hops:False-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:0.01- mean 72.40
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.2-n_hops_max:3-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1- mean 71.30
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:0.2-n_hops_max:3-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:1e+02- mean 71.60
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:1-n_hops_max:2-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:0.1- mean 75.20
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:1-n_hops_max:2-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1- mean 74.60
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:1-n_hops_max:2-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:1e+02- mean 75.70
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:1-n_hops_max:3-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1- mean 74.70
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:1-n_hops_max:3-use_exact_n_hops:False-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:0.1- mean 74.40
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:1-n_hops_max:3-use_exact_n_hops:True-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.3-attention_weight:0.1- mean 74.30
data:citeseer-model:gat-attention_loss:L0.1-labeling_rate:1-n_hops_max:3-use_exact_n_hops:True-att_last_layer:True-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0.6-attention_weight:1- mean 74.30
data:citeseer-model:gat-attention_loss:L0.5-labeling_rate:0.001-n_hops_max:2-use_exact_n_hops:False-att_last_layer:False-main_loss:entropy_and_sparsity-__bestConfig_attn_drop:0-attention_weight:0.01- mean 23.60
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