{"status":200,"statusText":"OK","data":{"uci_id":1,"name":"Abalone","repository_url":"https://archive.ics.uci.edu/dataset/1/abalone","data_url":"https://archive.ics.uci.edu/static/public/1/data.csv","abstract":"Predict the age of abalone from physical measurements","area":"Biology","tasks":["Classification","Regression"],"characteristics":["Tabular"],"num_instances":4177,"num_features":8,"feature_types":["Categorical","Integer","Real"],"demographics":[],"target_col":["Rings"],"index_col":null,"has_missing_values":"no","missing_values_symbol":null,"year_of_dataset_creation":1994,"last_updated":"Mon Aug 28 2023","dataset_doi":"10.24432/C55C7W","creators":["Warwick Nash","Tracy Sellers","Simon Talbot","Andrew Cawthorn","Wes Ford"],"intro_paper":null,"variables":[{"name":"Sex","role":"Feature","type":"Categorical","demographic":null,"description":"M, F, and I (infant)","units":null,"missing_values":"no"},{"name":"Length","role":"Feature","type":"Continuous","demographic":null,"description":"Longest shell measurement","units":"mm","missing_values":"no"},{"name":"Diameter","role":"Feature","type":"Continuous","demographic":null,"description":"perpendicular to length","units":"mm","missing_values":"no"},{"name":"Height","role":"Feature","type":"Continuous","demographic":null,"description":"with meat in shell","units":"mm","missing_values":"no"},{"name":"Whole_weight","role":"Feature","type":"Continuous","demographic":null,"description":"whole abalone","units":"grams","missing_values":"no"},{"name":"Shucked_weight","role":"Feature","type":"Continuous","demographic":null,"description":"weight of meat","units":"grams","missing_values":"no"},{"name":"Viscera_weight","role":"Feature","type":"Continuous","demographic":null,"description":"gut weight (after bleeding)","units":"grams","missing_values":"no"},{"name":"Shell_weight","role":"Feature","type":"Continuous","demographic":null,"description":"after being dried","units":"grams","missing_values":"no"},{"name":"Rings","role":"Target","type":"Integer","demographic":null,"description":"+1.5 gives the age in years","units":null,"missing_values":"no"}],"additional_info":{"summary":"Predicting the age of abalone from physical measurements.  The age of abalone is determined by cutting the shell through the cone, staining it, and counting the number of rings through a microscope -- a boring and time-consuming task.  Other measurements, which are easier to obtain, are used to predict the age.  Further information, such as weather patterns and location (hence food availability) may be required to solve the problem.\r\n\r\nFrom the original data examples with missing values were removed (the majority having the predicted value missing), and the ranges of the continuous values have been scaled for use with an ANN (by dividing by 200).","purpose":null,"funded_by":null,"instances_represent":null,"recommended_data_splits":null,"sensitive_data":null,"preprocessing_description":null,"variable_info":"Given is the attribute name, attribute type, the measurement unit and a brief description.  The number of rings is the value to predict: either as a continuous value or as a classification problem.\r\n\r\nName / Data Type / Measurement Unit / Description\r\n-----------------------------\r\nSex / nominal / -- / M, F, and I (infant)\r\nLength / continuous / mm / Longest shell measurement\r\nDiameter\t/ continuous / mm / perpendicular to length\r\nHeight / continuous / mm / with meat in shell\r\nWhole weight / continuous / grams / whole abalone\r\nShucked weight / continuous\t / grams / weight of meat\r\nViscera weight / continuous / grams / gut weight (after bleeding)\r\nShell weight / continuous / grams / after being dried\r\nRings / integer / -- / +1.5 gives the age in years\r\n\r\nThe readme file contains attribute statistics.","citation":null}}}