This section describes main characteristics of the winequality-white-3_vs_7 data set and its attributes:
General information
White Wine Quality (Imbalanced: 3 vs 7) data set |
Type | Imbalanced | Origin | Real world |
Features | 11 | (Real / Integer / Nominal) | (11 / 0 / 0) |
Instances | 900 |
IR | 44 |
% Positive instances | 2.22 | % Negative instances | 97.78 | Missing values? | No |
Attribute description
Attribute | Domain | Attribute | Domain |
FixedAcidity | [3.8,14.2] | TotalSulfurDioxide | [9.0,440.0] |
VolatileAcidity | [0.08,1.1] | Density | [0.98711,1.03898] |
CitricAcid | [0.0,1.66] | PH | [2.72,3.82] |
ResidualSugar | [0.6,65.8] | Sulphates | [0.22,1.08] |
Chlorides | [0.0090,0.346] | Alcohol | [8.0,14.2] |
FreeSulfurDioxide | [2.0,289.0] | Class | {positive, negative} |
Additional information
An imbalanced version of the White Wine Quality data set, where the possitive examples belong to the class 3 and the negative examples belong to the class 7.
In this section you can download some files related to the winequality-white-3_vs_7 data set:
- The complete data set already formatted in KEEL format can be downloaded from
here.
- A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from here.
- The header file associated to this data set can be downloaded from here.
|