This section describes main characteristics of the vehicle1 data set and its attributes:
General information
Vehicle Silhouttes (Imbalanced: 1) data set |
Type | Imbalanced | Origin | Real world |
Features | 18 | (Real / Integer / Nominal) | (0 / 18 / 0) |
Instances | 846 |
IR | 2.9 |
% Positive instances | 25.64 | % Negative instances | 74.36 | Missing values? | No |
Attribute description
Attribute | Domain | Attribute | Domain |
Compactness | [73, 119] | Length_rectangular | [118, 188] |
Circularity | [33, 59] | Major_variance | [130, 320] |
Distance_circularity | [40, 112] | Minor_variance | [184, 1018] |
Radius_ratio | [104, 333] | Gyration_radius | [109, 268] |
Praxis_aspect_ratio | [47, 138] | Major_skewness | [59, 135] |
Max_length_aspect_ratio | [2, 55] | Minor_skewness | [0, 22] |
Scatter_ratio | [112, 265] | Minor_kurtosis | [0, 41] |
Elongatedness | [26, 61] | Major_kurtosis | [176, 206] |
Praxis_rectangular | [17, 29] | Hollows_ratio | [181, 211] |
Class | {positive,negative} |
Additional information
A imbalanced version of the Vehicle Silhouettes data set, where the possitive examples belong to class 1 (Saab) and the negative examples belong to the rest.
In this section you can download some files related to the vehicle1 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
.
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