Data
red_wine

red_wine

active ARFF CC BY 4.0 Visibility: public Uploaded 22-12-2022 by Daniel Chang
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Data Description The data were collected from May/2004 to February/2007 using only protected designation of origin samples that were tested at the official certification entity (CVRVV). The CVRVV is an inter-professional organization with the goal of improving the quality and marketing of vinho verde. The data were recorded by a computerized system (iLab), which automatically manages the process of wine sample testing from producer requests to laboratory and sensory analysis. Each entry denotes a given test (analytical or sensory). This dataset contains only the read wine. The goal is using chemical analysis determine the quality of the wine. Attribute Description 1. *fixed_acidity* 2. *volatile_acidity* 3. *citric_acid* 4. *residual_sugar* 5. *chlorides* 6. *free_sulfur_dioxide* 7. *total_sulfur_dioxide* 8. *density* 9. *pH* 10. *sulphates* 11. *alcohol* 12. *quality* - target feature

12 features

quality (target)numeric6 unique values
0 missing
fixed_aciditynumeric96 unique values
0 missing
volatile_aciditynumeric143 unique values
0 missing
citric_acidnumeric80 unique values
0 missing
residual_sugarnumeric91 unique values
0 missing
chloridesnumeric153 unique values
0 missing
free_sulfur_dioxidenumeric60 unique values
0 missing
total_sulfur_dioxidenumeric144 unique values
0 missing
densitynumeric436 unique values
0 missing
pHnumeric89 unique values
0 missing
sulphatesnumeric96 unique values
0 missing
alcoholnumeric65 unique values
0 missing

19 properties

1 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: quality
Define a new task