water.bindings.proxies.retrofit

Interface GetGLMRegPath

public interface GetGLMRegPath

Method Summary

Modifier and Type	Method and Description
retrofit2.Call<GLMRegularizationPathV3>	extractRegularizationPath(java.lang.String model)
retrofit2.Call<GLMRegularizationPathV3>	extractRegularizationPath(java.lang.String model, double[] lambdas, double[] alphas, double[] explained_deviance_train, double[] explained_deviance_valid, double[][] coefficients, double[][] coefficients_std, java.lang.String[] coefficient_names) Get full regularization path

Method Detail

extractRegularizationPath

@GET(value="/3/GetGLMRegPath")
retrofit2.Call<GLMRegularizationPathV3> extractRegularizationPath(@Query(value="model")
                                                                                                 java.lang.String model,
                                                                                                 @Query(value="lambdas")
                                                                                                 double[] lambdas,
                                                                                                 @Query(value="alphas")
                                                                                                 double[] alphas,
                                                                                                 @Query(value="explained_deviance_train")
                                                                                                 double[] explained_deviance_train,
                                                                                                 @Query(value="explained_deviance_valid")
                                                                                                 double[] explained_deviance_valid,
                                                                                                 @Query(value="coefficients")
                                                                                                 double[][] coefficients,
                                                                                                 @Query(value="coefficients_std")
                                                                                                 double[][] coefficients_std,
                                                                                                 @Query(value="coefficient_names")
                                                                                                 java.lang.String[] coefficient_names)

Get full regularization path

Parameters:

model - source model

lambdas - Computed lambda values

alphas - alpha values used in building submodels

explained_deviance_train - explained deviance on the training set

explained_deviance_valid - explained deviance on the validation set

coefficients - coefficients for all lambdas

coefficients_std - standardized coefficients for all lambdas

coefficient_names - coefficient names

extractRegularizationPath

@GET(value="/3/GetGLMRegPath")
retrofit2.Call<GLMRegularizationPathV3> extractRegularizationPath(@Query(value="model")
                                                                                                 java.lang.String model)