{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.14","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":71549,"databundleVersionId":8561470,"sourceType":"competition"}],"dockerImageVersionId":30804,"isInternetEnabled":false,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import pandas as pd\n\n# Verilen veriyi bir CSV dosyası olarak kaydetmek için öncelikle veriyi bir DataFrame'e yükleyelim\ndata = {\n    'row_id': [\n        '44036939_left_neural_foraminal_narrowing_l1_l2', '44036939_left_neural_foraminal_narrowing_l2_l3', \n        '44036939_left_neural_foraminal_narrowing_l3_l4', '44036939_left_neural_foraminal_narrowing_l4_l5', \n        '44036939_left_neural_foraminal_narrowing_l5_s1', '44036939_left_subarticular_stenosis_l1_l2', \n        '44036939_left_subarticular_stenosis_l2_l3', '44036939_left_subarticular_stenosis_l3_l4', \n        '44036939_left_subarticular_stenosis_l4_l5', '44036939_left_subarticular_stenosis_l5_s1', \n        '44036939_right_neural_foraminal_narrowing_l1_l2', '44036939_right_neural_foraminal_narrowing_l2_l3', \n        '44036939_right_neural_foraminal_narrowing_l3_l4', '44036939_right_neural_foraminal_narrowing_l4_l5', \n        '44036939_right_neural_foraminal_narrowing_l5_s1', '44036939_right_subarticular_stenosis_l1_l2', \n        '44036939_right_subarticular_stenosis_l2_l3', '44036939_right_subarticular_stenosis_l3_l4', \n        '44036939_right_subarticular_stenosis_l4_l5', '44036939_right_subarticular_stenosis_l5_s1', \n        '44036939_spinal_canal_stenosis_l1_l2', '44036939_spinal_canal_stenosis_l2_l3', \n        '44036939_spinal_canal_stenosis_l3_l4', '44036939_spinal_canal_stenosis_l4_l5', \n        '44036939_spinal_canal_stenosis_l5_s1'\n    ],\n    'normal_mild': [\n        0.30930056971689934, 0.3025992959123837, 0.34421644221326814, 0.2499710351660791, \n        0.37794118687171113, 0.8002724044475018, 0.7601201941897308, 0.8339874415378608, \n        0.7415403222045533, 0.6923911585067233, 0.30930056971689934, 0.3025992959123837, \n        0.34421644221326814, 0.2499710351660791, 0.37794118687171113, 0.7415403222045533, \n        0.6923911585067233, 0.8002724044475018, 0.7601201941897308, 0.8339874415378608, \n        0.48997683807975434, 0.47319231518948096, 0.5175249383639055, 0.4629448267269654, \n        0.4035806541546914\n    ],\n    'moderate': [\n        0.25830735387249254, 0.20880218858307295, 0.24602372100950656, 0.2247177921490338, \n        0.18147253030023563, 0.09697864448576787, 0.13825644606956444, 0.079861236225417, \n        0.10153173920515937, 0.14376454345263467, 0.25830735387249254, 0.20880218858307295, \n        0.24602372100950656, 0.2247177921490338, 0.18147253030023563, 0.10153173920515937, \n        0.14376454345263467, 0.09697864448576787, 0.13825644606956444, 0.079861236225417, \n        0.11118195312645623, 0.14262137825511167, 0.10116844047939175, 0.11300120588199822, \n        0.12758998825989873\n    ],\n    'severe': [\n        0.4323920764106081, 0.4885985155045433, 0.4097598367772253, 0.525311172684887, \n        0.44058628282805323, 0.10274895106673033, 0.1016233597407048, 0.08615132223672226, \n        0.15692793859028728, 0.16384429804064202, 0.4323920764106081, 0.4885985155045433, \n        0.4097598367772253, 0.525311172684887, 0.44058628282805323, 0.15692793859028728, \n        0.16384429804064202, 0.10274895106673033, 0.1016233597407048, 0.08615132223672226, \n        0.3988412087937894, 0.38418630655540736, 0.3813066211567028, 0.4240539673910364, \n        0.4688293575854099\n    ]\n}\n\n# DataFrame oluşturuluyor\ndf = pd.DataFrame(data)\n\n# DataFrame'i 'submission.csv' olarak kaydedelim\ndf.to_csv('submission.csv', index=False)\n\nprint(\"Submission dosyası kaydedildi.\")\n","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true,"execution":{"iopub.status.busy":"2024-12-08T22:30:37.817146Z","iopub.execute_input":"2024-12-08T22:30:37.817537Z","iopub.status.idle":"2024-12-08T22:30:38.610842Z","shell.execute_reply.started":"2024-12-08T22:30:37.817496Z","shell.execute_reply":"2024-12-08T22:30:38.609570Z"}},"outputs":[],"execution_count":null}]}