{"id":15565017,"url":"https://github.com/conorheffron/normalise-fetalh","last_synced_at":"2026-02-21T17:00:58.031Z","repository":{"id":230793686,"uuid":"737158172","full_name":"conorheffron/normalise-fetalh","owner":"conorheffron","description":"Min-Max Normalisation of Fetal Health 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returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["biology","health","python-3"],"created_at":"2024-10-02T16:48:42.047Z","updated_at":"2026-02-21T17:00:58.016Z","avatar_url":"https://github.com/conorheffron.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# normalise-fetalh\n\n[![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)\n\n[![Python application](https://github.com/conorheffron/normalise-fetalh/actions/workflows/python-app.yml/badge.svg)](https://github.com/conorheffron/normalise-fetalh/actions/workflows/python-app.yml)\n\n![Proof HTML](https://github.com/conorheffron/normalise-fetalh/actions/workflows/proof-html.yml/badge.svg)\n\n### Min-Max Normalisation of Fetal Health Data\n\n#### See report in pdf format at: [report](https://conorheffron.github.io/normalise-fetalh/report.pdf)\n\n### Command Line (CLI) syntax: \n```python\npython main.py \u003crounding_decimals\u003e \u003cinclude_histogram_features?\u003e \u003cdisplay_plots?\u003e \u003csave_plots?\u003e \u003cdir_for_plots_write/save\u003e \u003ccsv_file_path_for_analysis\u003e\n```\n\n```shell\n\u003e python main.py 3 True False False \"plots/\" \"/path/fetal_health.csv\"\nThe run-time arguments are: ['main.py', '3', 'True', 'False', 'False', 'plots/', '/path/fetal_health.csv']\n------------------------------------------------\nMin of baseline_value is: 106\nMax of baseline_value is: 160\nMean of baseline_value is: 133.30070921985816\nMedian of baseline_value is: 133.0\nStandard Deviation of baseline_value is: 9.83714960081248\nZ score value baseline_value is: 1069.301\n------------------------------------------------\nMin of accelerations is: 0.0\nMax of accelerations is: 0.019\nMean of accelerations is: 0.0031787234042553194\nMedian of accelerations is: 0.002\nStandard Deviation of accelerations is: 0.00386396168242526\nZ score value accelerations is: 353.89599999999996\n------------------------------------------------\nMin of fetal_movement is: 0.0\nMax of fetal_movement is: 0.481\nMean of fetal_movement is: 0.009526713947990545\nMedian of fetal_movement is: 0.0\nStandard Deviation of fetal_movement is: 0.04678268182928352\nZ score value fetal_movement is: 41.832\n------------------------------------------------\nMin of uterine_contractions is: 0.0\nMax of uterine_contractions is: 0.015\nMean of uterine_contractions is: 0.004373049645390071\nMedian of uterine_contractions is: 0.004\nStandard Deviation of uterine_contractions is: 0.002947399462280176\nZ score value uterine_contractions is: 616.602\n------------------------------------------------\nMin of light_decelerations is: 0.0\nMax of light_decelerations is: 0.015\nMean of light_decelerations is: 0.001888888888888889\nMedian of light_decelerations is: 0.0\nStandard Deviation of light_decelerations is: 0.002963582883045093\nZ score value light_decelerations is: 266.35200000000003\n------------------------------------------------\nMin of prolongued_decelerations is: 0.0\nMax of prolongued_decelerations is: 0.005\nMean of prolongued_decelerations is: 0.00015933806146572102\nMedian of prolongued_decelerations is: 0.0\nStandard Deviation of prolongued_decelerations is: 0.0005913692853366469\nZ score value prolongued_decelerations is: 67.4\n------------------------------------------------\nMin of abnormal_short_term_variability is: 12\nMax of abnormal_short_term_variability is: 87\nMean of abnormal_short_term_variability is: 46.95035460992908\nMedian of abnormal_short_term_variability is: 49.0\nStandard Deviation of abnormal_short_term_variability is: 17.16258426336172\nZ score value abnormal_short_term_variability is: 985.59\n------------------------------------------------\nMin of mean_value_of_short_term_variability is: 0.2\nMax of mean_value_of_short_term_variability is: 7.0\nMean of mean_value_of_short_term_variability is: 1.3339952718676122\nMedian of mean_value_of_short_term_variability is: 1.2\nStandard Deviation of mean_value_of_short_term_variability is: 0.8837077165359872\nZ score value mean_value_of_short_term_variability is: 352.705\n------------------------------------------------\nMin of percentage_of_time_with_abnormal_long_term_variability is: 0\nMax of percentage_of_time_with_abnormal_long_term_variability is: 91\nMean of percentage_of_time_with_abnormal_long_term_variability is: 9.823167848699764\nMedian of percentage_of_time_with_abnormal_long_term_variability is: 0.0\nStandard Deviation of percentage_of_time_with_abnormal_long_term_variability is: 18.391154458995597\nZ score value percentage_of_time_with_abnormal_long_term_variability is: 228.381\n------------------------------------------------\nMin of mean_value_of_long_term_variability is: 0.0\nMax of mean_value_of_long_term_variability is: 50.7\nMean of mean_value_of_long_term_variability is: 8.19886524822695\nMedian of mean_value_of_long_term_variability is: 7.4\nStandard Deviation of mean_value_of_long_term_variability is: 5.636014802636036\nZ score value mean_value_of_long_term_variability is: 342.053\n------------------------------------------------\nMin of histogram_width is: 3\nMax of histogram_width is: 180\nMean of histogram_width is: 70.49267139479906\nMedian of histogram_width is: 68.0\nStandard Deviation of histogram_width is: 38.95078910381834\nZ score value histogram_width is: 806.44\n------------------------------------------------\nMin of histogram_min is: 50\nMax of histogram_min is: 159\nMean of histogram_min is: 93.54704491725768\nMedian of histogram_min is: 93.0\nStandard Deviation of histogram_min is: 29.580143601297486\nZ score value histogram_min is: 844.961\n------------------------------------------------\nMin of histogram_max is: 122\nMax of histogram_max is: 238\nMean of histogram_max is: 164.03971631205673\nMedian of histogram_max is: 162.0\nStandard Deviation of histogram_max is: 17.94418266456923\nZ score value histogram_max is: 766.471\n------------------------------------------------\nMin of histogram_number_of_peaks is: 0\nMax of histogram_number_of_peaks is: 18\nMean of histogram_number_of_peaks is: 4.069976359338061\nMedian of histogram_number_of_peaks is: 3.0\nStandard Deviation of histogram_number_of_peaks is: 2.9476385605500326\nZ score value histogram_number_of_peaks is: 478.36300000000006\n------------------------------------------------\nMin of histogram_number_of_zeroes is: 0\nMax of histogram_number_of_zeroes is: 10\nMean of histogram_number_of_zeroes is: 0.3224586288416076\nMedian of histogram_number_of_zeroes is: 0.0\nStandard Deviation of histogram_number_of_zeroes is: 0.7041179104063187\nZ score value histogram_number_of_zeroes is: 68.20000000000002\n------------------------------------------------\nMin of histogram_mode is: 60\nMax of histogram_mode is: 187\nMean of histogram_mode is: 137.44586288416076\nMedian of histogram_mode is: 139.0\nStandard Deviation of histogram_mode is: 16.403044334341082\nZ score value histogram_mode is: 1289.778\n------------------------------------------------\nMin of histogram_mean is: 73\nMax of histogram_mean is: 182\nMean of histogram_mean is: 134.60614657210402\nMedian of histogram_mean is: 136.0\nStandard Deviation of histogram_mean is: 15.617939011476764\nZ score value histogram_mean is: 1195.417\n------------------------------------------------\nMin of histogram_median is: 77\nMax of histogram_median is: 186\nMean of histogram_median is: 138.09078014184396\nMedian of histogram_median is: 139.0\nStandard Deviation of histogram_median is: 14.484268212258401\nZ score value histogram_median is: 1185.414\n------------------------------------------------\nMin of histogram_variance is: 0\nMax of histogram_variance is: 269\nMean of histogram_variance is: 18.846808510638297\nMedian of histogram_variance is: 7.0\nStandard Deviation of histogram_variance is: 29.03532873969983\nZ score value histogram_variance is: 148.18900000000002\n------------------------------------------------\nMin of histogram_tendency is: -1\nMax of histogram_tendency is: 1\nMean of histogram_tendency is: 0.32056737588652484\nMedian of histogram_tendency is: 0.0\nStandard Deviation of histogram_tendency is: 0.6107888873223887\nZ score value histogram_tendency is: 1396.5\n------------------------------------------------\nz_i_fetal_health                                              1426.000\nz_i_histogram_tendency                                        1396.500\nz_i_histogram_mode                                            1289.778\nz_i_histogram_mean                                            1195.417\nz_i_histogram_median                                          1185.414\nz_i_baseline_value                                            1069.301\nz_i_abnormal_short_term_variability                            985.590\nz_i_histogram_min                                              844.961\nz_i_histogram_width                                            806.440\nz_i_histogram_max                                              766.471\nz_i_uterine_contractions                                       616.602\nz_i_histogram_number_of_peaks                                  478.363\nz_i_accelerations                                              353.896\nz_i_mean_value_of_short_term_variability                       352.705\nz_i_mean_value_of_long_term_variability                        342.053\nz_i_light_decelerations                                        266.352\nz_i_percentage_of_time_with_abnormal_long_term_variability     228.381\nz_i_histogram_variance                                         148.189\nz_i_histogram_number_of_zeroes                                  68.200\nz_i_prolongued_decelerations                                    67.400\nz_i_fetal_movement                                              41.832\ndtype: float64\n```\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fconorheffron%2Fnormalise-fetalh","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fconorheffron%2Fnormalise-fetalh","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fconorheffron%2Fnormalise-fetalh/lists"}