| import pandas as pd |
|
|
| df = pd.read_csv('./preds_results.csv') |
|
|
| df['gt'] = pd.read_csv('../run-cls/gru-att-256-ce-256-0.001-50/preds.csv')['gt'] |
| df['GRU 256 ATT'] = pd.read_csv('../run-cls/gru-att-256-ce-256-0.001-50/preds.csv')['fusion'] |
| df['GRU 256 ATT GF'] = pd.read_csv('../run-cls/gru-att-256-gf-ce-256-0.001-50/preds.csv')['fusion'] |
| df['GRU 256 MLP'] = pd.read_csv('../run-cls/gru-mlp-256-ce-256-0.001-50/preds.csv')['fusion'] |
| df['GRU 256 MLP GF'] = pd.read_csv('../run-cls/gru-mlp-256-gf-ce-256-0.001-50/preds.csv')['fusion'] |
| df['MHA 256 ATT'] = pd.read_csv('../run-cls/mha-att-256-ce-256-0.001-50/preds.csv')['fusion'] |
| df['MHA 256 ATT GF'] = pd.read_csv('../run-cls/mha-att-256-gf-ce-256-0.001-50/preds.csv')['fusion'] |
| df['MHA 256 MLP'] = pd.read_csv('../run-cls/mha-mlp-256-ce-256-0.001-50/preds.csv')['fusion'] |
| df['MHA 256 MLP GF'] = pd.read_csv('../run-cls/mha-mlp-256-gf-ce-256-0.001-50/preds.csv')['fusion'] |
| df['LSTM 128 ATT'] = pd.read_csv('../run-cls/lstm-att-128-ce-256-0.001-50/preds.csv')['fusion'] |
| df['LSTM 256 ATT'] = pd.read_csv('../run-cls/lstm-att-256-ce-256-0.001-50/preds.csv')['fusion'] |
| df['LSTM 256 ATT GF'] = pd.read_csv('../run-cls/lstm-att-256-gf-ce-256-0.001-50/preds.csv')['fusion'] |
| df['LSTM 256 MLP'] = pd.read_csv('../run-cls/lstm-mlp-256-ce-256-0.001-50/preds.csv')['fusion'] |
| df['LSTM 256 MLP GF'] = pd.read_csv('../run-cls/lstm-mlp-256-gf-ce-256-0.001-50/preds.csv')['fusion'] |
| df['LSTM 512 ATT'] = pd.read_csv('../run-cls/lstm-att-512-ce-256-0.001-50/preds.csv')['fusion'] |
| df['Mamba 128 ATT'] = pd.read_csv('../run-cls/mamba-att-128-ce-256-0.001-50/preds.csv')['fusion'] |
| df['Mamba 256 ATT'] = pd.read_csv('../run-cls/mamba-att-256-ce-256-0.001-50/preds.csv')['fusion'] |
| df['Mamba 256 ATT GF'] = pd.read_csv('../run-cls/mamba-att-256-gf-ce-256-0.001-50/preds.csv')['fusion'] |
| df['Mamba 512 ATT'] = pd.read_csv('../run-cls/mamba-att-512-ce-256-0.001-50/preds.csv')['fusion'] |
| df['Mamba 256 MLP'] = pd.read_csv('../run-cls/mamba-mlp-256-ce-256-0.001-50/preds.csv')['fusion'] |
| df['Mamba 256 MLP GF'] = pd.read_csv('../run-cls/mamba-mlp-256-gf-ce-256-0.001-50/preds.csv')['fusion'] |
| df['DS R1'] = pd.read_csv('../dsr1/results_1_1.csv')['MIC_change'] |
| df['DS R1 Mamba Fusion'] = pd.read_csv('../dsr1/results_2_1.csv')['MIC_change'] |
|
|
| df.to_csv('./preds_results.csv', index=False) |