water.bindings.proxies.retrofit

Interface PartialDependence

public interface PartialDependence

Method Summary

Modifier and Type	Method and Description
retrofit2.Call<PartialDependenceV3>	fetchPartialDependence(java.lang.String name)
retrofit2.Call<PartialDependenceV3>	fetchPartialDependence(java.lang.String name, java.lang.String type, java.lang.String URL) Fetch partial dependence data.
retrofit2.Call<JobV3>	makePartialDependence()
retrofit2.Call<JobV3>	makePartialDependence(java.lang.String model_id, java.lang.String frame_id, long row_index, java.lang.String[] cols, int weight_column_index, boolean add_missing_na, int nbins, double[] user_splits, java.lang.String[] user_cols, int[] num_user_splits, java.lang.String[][] col_pairs_2dpdp, java.lang.String destination_key, java.lang.String[] targets) Create data for partial dependence plot(s) for the specified model and frame.

Method Detail

makePartialDependence

@FormUrlEncoded
 @POST(value="/3/PartialDependence/")
retrofit2.Call<JobV3> makePartialDependence(@Field(value="model_id")
                                                                                                  java.lang.String model_id,
                                                                                                  @Field(value="frame_id")
                                                                                                  java.lang.String frame_id,
                                                                                                  @Field(value="row_index")
                                                                                                  long row_index,
                                                                                                  @Field(value="cols")
                                                                                                  java.lang.String[] cols,
                                                                                                  @Field(value="weight_column_index")
                                                                                                  int weight_column_index,
                                                                                                  @Field(value="add_missing_na")
                                                                                                  boolean add_missing_na,
                                                                                                  @Field(value="nbins")
                                                                                                  int nbins,
                                                                                                  @Field(value="user_splits")
                                                                                                  double[] user_splits,
                                                                                                  @Field(value="user_cols")
                                                                                                  java.lang.String[] user_cols,
                                                                                                  @Field(value="num_user_splits")
                                                                                                  int[] num_user_splits,
                                                                                                  @Field(value="col_pairs_2dpdp")
                                                                                                  java.lang.String[][] col_pairs_2dpdp,
                                                                                                  @Field(value="destination_key")
                                                                                                  java.lang.String destination_key,
                                                                                                  @Field(value="targets")
                                                                                                  java.lang.String[] targets)

Create data for partial dependence plot(s) for the specified model and frame.

Parameters:

model_id - Model

frame_id - Frame

row_index - Row Index

cols - Column(s)

weight_column_index - weight_column_index

add_missing_na - add_missing_na

nbins - Number of bins

user_splits - User define split points

user_cols - Column(s) of user defined splits

num_user_splits - Number of user defined splits per column

col_pairs_2dpdp - lists of column name pairs to plot 2D pdp for

destination_key - Key to store the destination

targets - Target classes for multinomial classification

makePartialDependence

@FormUrlEncoded
 @POST(value="/3/PartialDependence/")
retrofit2.Call<JobV3> makePartialDependence()

fetchPartialDependence

@GET(value="/3/PartialDependence/{name}")
retrofit2.Call<PartialDependenceV3> fetchPartialDependence(@Path(value="name")
                                                                                                     java.lang.String name,
                                                                                                     @Query(value="type")
                                                                                                     java.lang.String type,
                                                                                                     @Query(value="URL")
                                                                                                     java.lang.String URL)

Fetch partial dependence data.

Parameters:

name - Name (string representation) for this Key.

type - Name (string representation) for the type of Keyed this Key points to.

URL - URL for the resource that this Key points to, if one exists.

fetchPartialDependence

@GET(value="/3/PartialDependence/{name}")
retrofit2.Call<PartialDependenceV3> fetchPartialDependence(@Path(value="name")
                                                                                                     java.lang.String name)