Table 2 Dataset overview (from32).

From: Robust fault detection and classification in power transmission lines via ensemble machine learning models

Data set type

Binary

Multivariate

Number of columns

9

10

Numbers of rows

\(12001\)

7861

Numerical features

\({\text{I}}_{\text{a}},{\text{I}}_{\text{b}},{\text{I}}_{\text{c}},{\text{V}}_{\text{a}},{\text{V}}_{\text{b}},{\text{V}}_{\text{c}}\), unnamed,

\({\text{I}}_{\text{a}},{\text{I}}_{\text{b}},{\text{I}}_{\text{c}},{\text{V}}_{\text{a}},{\text{V}}_{\text{b}},{\text{V}}_{\text{c}}\), unnamed

Categorical features

Output (S)

G, A, B, C,

Labels

NF, FF

NF, L-G, LL, LL-G, LLL, LLL-G

Memory Usage

843.9 KB

61.3 KB