Open PGijsbers opened 1 month ago
Create a Python-based feature analyzer that calculates basic feature information available through /data/features/{id} endpoint, e.g.:
/data/features/{id}
{ "data_features": { "feature": [ { "index": "0", "name": "sepallength", "data_type": "numeric", "is_target": "false", "is_ignore": "false", "is_row_identifier": "false", "number_of_missing_values": "0" }, { "index": "1", "name": "sepalwidth", "data_type": "numeric", "is_target": "false", "is_ignore": "false", "is_row_identifier": "false", "number_of_missing_values": "0" }, { "index": "2", "name": "petallength", "data_type": "numeric", "is_target": "false", "is_ignore": "false", "is_row_identifier": "false", "number_of_missing_values": "0" }, { "index": "3", "name": "petalwidth", "data_type": "numeric", "is_target": "false", "is_ignore": "false", "is_row_identifier": "false", "number_of_missing_values": "0" }, { "index": "4", "name": "class", "data_type": "nominal", "nominal_value": [ "Iris-setosa", "Iris-versicolor", "Iris-virginica" ], "is_target": "true", "is_ignore": "false", "is_row_identifier": "false", "number_of_missing_values": "0" } ] } }
Create a Python-based feature analyzer that calculates basic feature information available through
/data/features/{id}
endpoint, e.g.: