Split Data for Cross Validation

Partitions the data as per given training and test indicies. Returns list of tuples: (X training, Y training, X test, Y test)

Definition

Input ports

splits

Type: [(table, table)]

Description: splits

data

Type: table

Description: data

Optional number of ports: 2–inf (default: 2)

Output ports

out

Type: [‘sylist’, [‘sytuple’, [‘sytypes’, [‘sygroup’, ‘data’]], [‘sytypes’, [‘sygroup’, ‘data’]]]]

Description: out

Examples

The node can be found in:

• Custom_CrossValidation.syx

Implementation

class node_crossvalidation.CrossVal_split