{"cells":[{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import numpy as np\nimport pandas as pd ","execution_count":null,"outputs":[]},{"metadata":{"_uuid":"d629ff2d2480ee46fbb7e2d37f6b5fab8052498a","_cell_guid":"79c7e3d0-c299-4dcb-8224-4455121ee9b0","trusted":true},"cell_type":"code","source":"sub_image = pd.read_csv('/kaggle/input/melanoma-submissions2/submissionImage.csv')\nsub_tabular = pd.read_csv('/kaggle/input/melanoma-submissions2/submissionTabular.csv')\nsub_tabular78 = pd.read_csv('/kaggle/input/tabular-prediction/submission_tabular_78.csv')\nsub_multiple = pd.read_csv('/kaggle/input/melanoma-submissions2/submission_multiple_data_source.csv')\nsub_public_merge = pd.read_csv('/kaggle/input/submission-9/submission_935.csv')\nsub = pd.read_csv('/kaggle/input/siim-isic-melanoma-classification/sample_submission.csv')\nsub_score946 = pd.read_csv('../input/submission-9/submission_946.csv')\nsub_score940 = pd.read_csv('../input/submission-9/submission_940.csv')\n\n\nsub_mean = pd.read_csv('/kaggle/input/siim-isic-multiple-model-training-stacking-923/submission_mean.csv')","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"# sub.target = sub_multiple.target *0.0 + sub_mean.target *0.55 + sub_tabular.target *0.45\n# sub.target = sub_mean.target *0.2 + sub_public_merge.target *0.5 + sub_tabular78.target *0.3\nsub.target = sub_score946.target *0.97 + sub_score940.target *0.0 + sub_tabular78.target *0.03","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"sub.to_csv('submission.csv', index = False)","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat":4,"nbformat_minor":4}