water.bindings.proxies.retrofit

Interface Interaction

public interface Interaction

Method Summary

Modifier and Type	Method and Description
retrofit2.Call<JobV3>	run(int max_factors)
retrofit2.Call<JobV3>	run(java.lang.String dest, java.lang.String source_frame, java.lang.String[] factor_columns, boolean pairwise, int max_factors, int min_occurrence, java.lang.String _exclude_fields) Create interactions between categorical columns.

Method Detail

run

@FormUrlEncoded
 @POST(value="/3/Interaction")
retrofit2.Call<JobV3> run(@Field(value="dest")
                                                                         java.lang.String dest,
                                                                         @Field(value="source_frame")
                                                                         java.lang.String source_frame,
                                                                         @Field(value="factor_columns")
                                                                         java.lang.String[] factor_columns,
                                                                         @Field(value="pairwise")
                                                                         boolean pairwise,
                                                                         @Field(value="max_factors")
                                                                         int max_factors,
                                                                         @Field(value="min_occurrence")
                                                                         int min_occurrence,
                                                                         @Field(value="_exclude_fields")
                                                                         java.lang.String _exclude_fields)

Create interactions between categorical columns.

Parameters:

dest - destination key

source_frame - Input data frame

factor_columns - Factor columns

pairwise - Whether to create pairwise quadratic interactions between factors (otherwise create one higher- order interaction). Only applicable if there are 3 or more factors.

max_factors - Max. number of factor levels in pair-wise interaction terms (if enforced, one extra catch-all factor will be made)

min_occurrence - Min. occurrence threshold for factor levels in pair-wise interaction terms

_exclude_fields - Comma-separated list of JSON field paths to exclude from the result, used like: "/3/Frames?_exclude_fields=frames/frame_id/URL,__meta"

run

@FormUrlEncoded
 @POST(value="/3/Interaction")
retrofit2.Call<JobV3> run(@Field(value="max_factors")
                                                                         int max_factors)