{"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_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import pandas as pd\n\npub_subs = pd.DataFrame()\n\npub_subs[\"amex-lgbm-dart-cv-0-7963-improved\"] = pd.read_csv('../input/amex-lgbm-dart-cv-0-7963-improved/submission.csv').prediction.values \npub_subs[\"the-fine-art-of-hyperparameter-tuning\"] = pd.read_csv('../input/the-fine-art-of-hyperparameter-tuning/submission.csv').prediction.values \npub_subs[\"amex-lgbm-dart-cv-0-7977\"] = pd.read_csv('../input/amex-lgbm-dart-cv-0-7977/test_lgbm_baseline_5fold_seed_blend.csv').prediction.values ","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2022-07-21T11:44:53.212009Z","iopub.execute_input":"2022-07-21T11:44:53.212967Z","iopub.status.idle":"2022-07-21T11:44:57.214926Z","shell.execute_reply.started":"2022-07-21T11:44:53.212926Z","shell.execute_reply":"2022-07-21T11:44:57.213871Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"pub_subs.corr()","metadata":{"execution":{"iopub.status.busy":"2022-07-21T11:44:57.216645Z","iopub.execute_input":"2022-07-21T11:44:57.217004Z","iopub.status.idle":"2022-07-21T11:44:57.282518Z","shell.execute_reply.started":"2022-07-21T11:44:57.216972Z","shell.execute_reply":"2022-07-21T11:44:57.281306Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### guys, check the correlation coeficients of the results before blending them. Maybe it can help us save submissions.","metadata":{}}]}