params.yaml

dataset_name: 'Cora'
graph_dataset_name: 'ENZYMES'
batch_size: 60
apply_data_transform: False
data_split: 'public'
num_train_samples: 100
num_val_samples: 500
num_test_samples: 1000
num_features: 1433
num_classes: 7
graph_num_features: 3
graph_num_classes: 6
num_epochs: 20
n_startup_trials: 5
n_warmup_steps: 5
interval_steps: 2
n_trials: 15
n_runs: 5
num_hops: 2
graph_num_hops: 3
top_k: 5
edge_width: 3000
direction: "minimize"
exp_name: 'GraphExperiment'
ind_to_cls: {0: 'Case_Based', 1: 'Genetic_Algorithms', 2: 'Neural_Networks',
              3: 'Probabilistic_Methods', 4: 'Reinforcement_Learning', 5: 'Rule_Learning',
              6: 'Theory'}
graph_ind_to_cls: {0: 'EC-1 (Oxidoreductase)', 1: 'EC-2 (Transferase)', 2: 'EC-3 (Hydrolase)',
              3: 'EC-4 (Lyase)', 4: 'EC-5 (Isomerase)', 5: 'EC-6 (Synthetase)'}
num_hidden_features: 16
learning_rate: 0.09757632130475774
weight_decay_ratio: 0.0004710124097652081
num_hidden_1: 5
num_hidden_2: 5
graph_learning_rate: 0.03264219402252366
graph_weight_decay_ratio: 0.0002774640465429473