The "vanilla" scheme - does distance matrix conversions of each input dataframe in a list and
Usage
individual(
data_list,
cont_dist_fn,
disc_dist_fn,
ord_dist_fn,
cat_dist_fn,
mix_dist_fn,
weights_row,
k,
alpha,
t
)Arguments
- data_list
A nested list of input data from
generate_data_list().- cont_dist_fn
distance metric function for continuous data.
- disc_dist_fn
distance metric function for discrete data.
- ord_dist_fn
distance metric function for ordinal data.
- cat_dist_fn
distance metric function for categorical data.
- mix_dist_fn
distance metric function for mixed data.
- weights_row
dataframe row containing feature weights.
- k
k hyperparameter.
- alpha
alpha/eta/sigma hyperparameter.
- t
SNF number of iterations hyperparameter.