{"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":81933,"databundleVersionId":9643020,"sourceType":"competition"}],"isInternetEnabled":false,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import numpy as np \nimport pandas as pd","metadata":{"_uuid":"1ea5e00f-df8c-4942-9d2c-9d71ec50a2aa","_cell_guid":"f44d0b9f-5379-4938-b104-be3036844bbc","collapsed":false,"jupyter":{"outputs_hidden":false},"execution":{"iopub.status.busy":"2024-09-30T21:49:07.459837Z","iopub.execute_input":"2024-09-30T21:49:07.460259Z","iopub.status.idle":"2024-09-30T21:49:07.929845Z","shell.execute_reply.started":"2024-09-30T21:49:07.460212Z","shell.execute_reply":"2024-09-30T21:49:07.928824Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# trainAll=pd.read_csv('/kaggle/input/child-mind-institute-problematic-internet-use/train.csv')\n# test=pd.read_csv('/kaggle/input/child-mind-institute-problematic-internet-use/test.csv')\n\ntrainAll=pd.read_csv('../input/child-mind-institute-problematic-internet-use/train.csv')\ntest=pd.read_csv('../input/child-mind-institute-problematic-internet-use/test.csv')","metadata":{"_uuid":"cf573aae-1457-4b34-b934-184d96bda198","_cell_guid":"91a59e30-2e02-4cd3-99e5-17d2cda72120","collapsed":false,"jupyter":{"outputs_hidden":false},"execution":{"iopub.status.busy":"2024-09-30T21:49:07.931965Z","iopub.execute_input":"2024-09-30T21:49:07.932463Z","iopub.status.idle":"2024-09-30T21:49:08.022648Z","shell.execute_reply.started":"2024-09-30T21:49:07.932423Z","shell.execute_reply":"2024-09-30T21:49:08.021387Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Replicating distribution of scores in trainAll\n\ntrain_mock_df=pd.DataFrame({'sii':np.hstack((np.full(6063,0),\n                                              np.full(2507,1),np.full(1315,2), \n                                              np.full(113,3)))})","metadata":{"_uuid":"5654ceb2-eea8-4066-a852-6926aedc5ef9","_cell_guid":"d2a03bfe-9ef3-4c85-856d-f4cfdab32cf4","collapsed":false,"jupyter":{"outputs_hidden":false},"execution":{"iopub.status.busy":"2024-09-30T21:49:08.024329Z","iopub.execute_input":"2024-09-30T21:49:08.024790Z","iopub.status.idle":"2024-09-30T21:49:08.031957Z","shell.execute_reply.started":"2024-09-30T21:49:08.024737Z","shell.execute_reply":"2024-09-30T21:49:08.030928Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"randomsii=train_mock_df['sii'].sample(n=test.shape[0],ignore_index=True)","metadata":{"_uuid":"7346dc23-1295-494b-a46a-e263582d0c01","_cell_guid":"028a01bf-8f68-433a-8fce-438f34f42afe","collapsed":false,"jupyter":{"outputs_hidden":false},"execution":{"iopub.status.busy":"2024-09-30T21:49:08.034069Z","iopub.execute_input":"2024-09-30T21:49:08.034528Z","iopub.status.idle":"2024-09-30T21:49:08.054067Z","shell.execute_reply.started":"2024-09-30T21:49:08.034472Z","shell.execute_reply":"2024-09-30T21:49:08.052897Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"submission=pd.DataFrame({'id': test['id'].values,'sii':randomsii })\nsubmission.to_csv('submission.csv', index=False)","metadata":{"_uuid":"72958ea2-a81f-4904-b324-c6d9556dc966","_cell_guid":"72d70e75-feb8-4108-b9ae-e4424c258427","collapsed":false,"jupyter":{"outputs_hidden":false},"execution":{"iopub.status.busy":"2024-09-30T21:49:08.056996Z","iopub.execute_input":"2024-09-30T21:49:08.057489Z","iopub.status.idle":"2024-09-30T21:49:08.068300Z","shell.execute_reply.started":"2024-09-30T21:49:08.057423Z","shell.execute_reply":"2024-09-30T21:49:08.067336Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}