{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":67356,"databundleVersionId":8006601,"sourceType":"competition"},{"sourceId":8366473,"sourceType":"datasetVersion","datasetId":4970796}],"dockerImageVersionId":30698,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import pandas as pd\n\nserie2 = pd.read_csv('/kaggle/input/semi-blending-2023/serie2.csv')\nserie3 = pd.read_csv('/kaggle/input/semi-blending-2023/serie3.csv')\nserie4 = pd.read_csv('/kaggle/input/semi-blending-2023/serie4.csv')\nserie5 = pd.read_csv('/kaggle/input/semi-blending-2023/serie5.csv')\nsample_sub = pd.read_csv('/kaggle/input/leash-BELKA/sample_submission.csv')","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2024-05-09T13:15:04.682400Z","iopub.execute_input":"2024-05-09T13:15:04.683124Z","iopub.status.idle":"2024-05-09T13:15:09.747550Z","shell.execute_reply.started":"2024-05-09T13:15:04.683089Z","shell.execute_reply":"2024-05-09T13:15:09.746268Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"weights = {\n    'serie2': 0.71,\n    'serie3': 0.07,\n    'serie4': 0.05,\n    'serie5': 0.17\n}\n\nsubmission_blend = (\n    serie2['binds'] * weights['serie2'] +\n    serie3['binds'] * weights['serie3'] +\n    serie4['binds']  * weights['serie4'] +\n    serie5['binds']  * weights['serie5']\n)\n\nsample_sub['binds']=submission_blend\nsample_sub.to_csv('submission.csv', index=False)\nsample_sub","metadata":{"execution":{"iopub.status.busy":"2024-05-09T13:15:13.845915Z","iopub.execute_input":"2024-05-09T13:15:13.846306Z","iopub.status.idle":"2024-05-09T13:15:17.877760Z","shell.execute_reply.started":"2024-05-09T13:15:13.846276Z","shell.execute_reply":"2024-05-09T13:15:17.876536Z"},"trusted":true},"execution_count":null,"outputs":[]}]}