Dataset

class sklearn_nominal.backend.Dataset

A Dataset abstracts away the contents of a dataset and provides common operations, specially filtering and statistics operations, to implement models that support nominal attributes.

Methods

class_distribution(class_weight)
classes()
count_class(klass)
drop(columns)
filter(condition)
filter_by_class(c)
mean_x(col)
mean_y()
split(conditions)
std_x(col[, ddof])
std_y()
unique_values(column, sorted)
values(column)