Helper function for using the correct SNF scheme
Usage
snf_step(
dl,
scheme,
k = 20,
alpha = 0.5,
t = 20,
cnt_dist_fn,
dsc_dist_fn,
ord_dist_fn,
cat_dist_fn,
mix_dist_fn,
weights_row
)Arguments
- dl
A nested list of input data from
data_list().- scheme
Which SNF system to use to achieve the final fused network.
- k
k hyperparameter.
- alpha
alpha/eta/sigma hyperparameter.
- t
SNF number of iterations hyperparameter.
- cnt_dist_fn
distance metric function for continuous data.
- dsc_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
data frame row containing feature weights.