io.swagger.api.algorithm

Class Functions

java.lang.Object

io.swagger.api.algorithm.Functions

@Path(value="/algorithm")
public class Functions
extends Object

Constructor Summary

Constructors

Constructor and Description
Functions(javax.servlet.ServletConfig servletContext)

Method Summary

Modifier and Type	Method and Description
javax.ws.rs.core.Response	algorithmLibSVMAdaBoostPost(InputStream fileInputStream, org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail, String datasetUri, Integer batchSize, Integer numIterations, Integer useResampling, Integer weightThreshold, Integer svmType, Float coef0, Float cost, Integer degree, BigDecimal eps, BigDecimal gamma, Integer kernelType, BigDecimal loss, Boolean normalize, BigDecimal nu, Boolean probabilityEstimates, Boolean shrinking, String weights, String validation, Double validationNum, String subjectid, javax.ws.rs.core.UriInfo ui, javax.ws.rs.core.HttpHeaders headers, javax.ws.rs.core.SecurityContext securityContext)
javax.ws.rs.core.Response	algorithmLibSVMBaggingPost(InputStream fileInputStream, org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail, String datasetUri, Integer bagSizePercent, Integer batchSize, Integer numIterations, Integer svmType, Float coef0, Float cost, Integer degree, BigDecimal eps, BigDecimal gamma, Integer kernelType, BigDecimal loss, Boolean normalize, BigDecimal nu, Boolean probabilityEstimates, Boolean shrinking, String weights, String validation, Double validationNum, String subjectid, javax.ws.rs.core.UriInfo ui, javax.ws.rs.core.HttpHeaders headers, javax.ws.rs.core.SecurityContext securityContext)
javax.ws.rs.core.Response	algorithmLibSVMPost(InputStream fileInputStream, org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail, String datasetUri, Integer svmType, Float coef0, Float cost, Integer degree, BigDecimal eps, BigDecimal gamma, Integer kernelType, BigDecimal loss, Boolean normalize, BigDecimal nu, Boolean probabilityEstimates, Boolean shrinking, String weights, String validation, Double validationNum, String subjectid, javax.ws.rs.core.UriInfo ui, javax.ws.rs.core.HttpHeaders headers, javax.ws.rs.core.SecurityContext securityContext)
javax.ws.rs.core.Response	algorithmLogisticPost(InputStream fileInputStream, org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail, String datasetUri, BigDecimal ridge, Boolean useConjugateGradientDescent, Integer maxIts, String validation, Double validationNum, String subjectid, javax.ws.rs.core.UriInfo ui, javax.ws.rs.core.HttpHeaders headers, javax.ws.rs.core.SecurityContext securityContext)
javax.ws.rs.core.Response	algorithmLRAdaBoostPost(InputStream fileInputStream, org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail, String datasetUri, Integer batchSize, Integer numIterations, Integer useResampling, Integer weightThreshold, Integer attributeSelectionMethod, Integer eliminateColinearAttributes, BigDecimal ridge, String validation, Double validationNum, String subjectid, javax.ws.rs.core.UriInfo ui, javax.ws.rs.core.HttpHeaders headers, javax.ws.rs.core.SecurityContext securityContext)
javax.ws.rs.core.Response	algorithmLRBaggingPost(InputStream fileInputStream, org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail, String datasetUri, Integer bagSizePercent, Integer batchSize, Integer numIterations, Integer attributeSelectionMethod, Integer eliminateColinearAttributes, BigDecimal ridge, String validation, Double validationNum, String subjectid, javax.ws.rs.core.UriInfo ui, javax.ws.rs.core.HttpHeaders headers, javax.ws.rs.core.SecurityContext securityContext)
javax.ws.rs.core.Response	algorithmLRPost(InputStream fileInputStream, org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail, String datasetUri, Integer attributeSelectionMethod, Integer eliminateColinearAttributes, BigDecimal ridge, String validation, Double validationNum, String subjectid, javax.ws.rs.core.UriInfo ui, javax.ws.rs.core.HttpHeaders headers, javax.ws.rs.core.SecurityContext securityContext)
javax.ws.rs.core.Response	algorithmMultilayerPerceptronPost(InputStream fileInputStream, org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail, String datasetUri, Double momentum, Boolean nominalToBinaryFilter, String hiddenLayers, Integer validationThreshold, Boolean normalizeAttributes, Integer numDecimalPlaces, Integer batchSize, Boolean decay, Integer validationSetSize, Integer trainingTime, Boolean normalizeNumericClass, Double learningRate, Boolean reset, String validation, Double validationNum, String subjectid, javax.ws.rs.core.UriInfo ui, javax.ws.rs.core.HttpHeaders headers, javax.ws.rs.core.SecurityContext securityContext)
javax.ws.rs.core.Response	algorithmSMOPost(InputStream fileInputStream, org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail, String datasetUri, Integer numFolds, Double c, Integer batchSize, String kernel, Integer filterType, String calibrator, String validation, Double validationNum, String subjectid, javax.ws.rs.core.UriInfo ui, javax.ws.rs.core.HttpHeaders headers, javax.ws.rs.core.SecurityContext securityContext)
javax.ws.rs.core.Response	algorithmSMOregPost(InputStream fileInputStream, org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail, String datasetUri, Integer batchSize, Double c, Integer filterType, String kernel, String regOptimizer, String validation, Double validationNum, String subjectid, javax.ws.rs.core.UriInfo ui, javax.ws.rs.core.HttpHeaders headers, javax.ws.rs.core.SecurityContext securityContext)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Functions

public Functions(@Context
                 javax.servlet.ServletConfig servletContext)

Method Detail

algorithmLRPost

@POST
 @Path(value="/linearRegression")
 @Consumes(value="multipart/form-data")
 @Produces(value={"text/uri-list","application/json"})
public javax.ws.rs.core.Response algorithmLRPost(InputStream fileInputStream,
                                                                                                                                                                                        org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail,
                                                                                                                                                                                        String datasetUri,
                                                                                                                                                                                        Integer attributeSelectionMethod,
                                                                                                                                                                                        Integer eliminateColinearAttributes,
                                                                                                                                                                                        BigDecimal ridge,
                                                                                                                                                                                        String validation,
                                                                                                                                                                                        Double validationNum,
                                                                                                                                                                                        @HeaderParam(value="subjectid")
                                                                                                                                                                                        String subjectid,
                                                                                                                                                                                        @Context
                                                                                                                                                                                        javax.ws.rs.core.UriInfo ui,
                                                                                                                                                                                        @Context
                                                                                                                                                                                        javax.ws.rs.core.HttpHeaders headers,
                                                                                                                                                                                        @Context
                                                                                                                                                                                        javax.ws.rs.core.SecurityContext securityContext)
                                                                                                                                                                                 throws NotFoundException,
                                                                                                                                                                                        IOException

Throws:

NotFoundException

IOException

algorithmLRAdaBoostPost

@POST
 @Path(value="/linearRegression/adaboost")
 @Consumes(value="multipart/form-data")
 @Produces(value={"text/uri-list","application/json"})
public javax.ws.rs.core.Response algorithmLRAdaBoostPost(InputStream fileInputStream,
                                                                                                                                                                                                         org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail,
                                                                                                                                                                                                         String datasetUri,
                                                                                                                                                                                                         @DefaultValue(value="100")
                                                                                                                                                                                                         Integer batchSize,
                                                                                                                                                                                                         Integer numIterations,
                                                                                                                                                                                                         Integer useResampling,
                                                                                                                                                                                                         Integer weightThreshold,
                                                                                                                                                                                                         Integer attributeSelectionMethod,
                                                                                                                                                                                                         Integer eliminateColinearAttributes,
                                                                                                                                                                                                         BigDecimal ridge,
                                                                                                                                                                                                         String validation,
                                                                                                                                                                                                         Double validationNum,
                                                                                                                                                                                                         @HeaderParam(value="subjectid")
                                                                                                                                                                                                         String subjectid,
                                                                                                                                                                                                         @Context
                                                                                                                                                                                                         javax.ws.rs.core.UriInfo ui,
                                                                                                                                                                                                         @Context
                                                                                                                                                                                                         javax.ws.rs.core.HttpHeaders headers,
                                                                                                                                                                                                         @Context
                                                                                                                                                                                                         javax.ws.rs.core.SecurityContext securityContext)
                                                                                                                                                                                                  throws NotFoundException,
                                                                                                                                                                                                         IOException

Throws:

NotFoundException

IOException

algorithmLRBaggingPost

@POST
 @Path(value="/linearRegression/bagging")
 @Consumes(value="multipart/form-data")
 @Produces(value={"text/uri-list","application/json"})
public javax.ws.rs.core.Response algorithmLRBaggingPost(InputStream fileInputStream,
                                                                                                                                                                                                       org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail,
                                                                                                                                                                                                       String datasetUri,
                                                                                                                                                                                                       Integer bagSizePercent,
                                                                                                                                                                                                       Integer batchSize,
                                                                                                                                                                                                       Integer numIterations,
                                                                                                                                                                                                       Integer attributeSelectionMethod,
                                                                                                                                                                                                       Integer eliminateColinearAttributes,
                                                                                                                                                                                                       BigDecimal ridge,
                                                                                                                                                                                                       String validation,
                                                                                                                                                                                                       Double validationNum,
                                                                                                                                                                                                       @HeaderParam(value="subjectid")
                                                                                                                                                                                                       String subjectid,
                                                                                                                                                                                                       @Context
                                                                                                                                                                                                       javax.ws.rs.core.UriInfo ui,
                                                                                                                                                                                                       @Context
                                                                                                                                                                                                       javax.ws.rs.core.HttpHeaders headers,
                                                                                                                                                                                                       @Context
                                                                                                                                                                                                       javax.ws.rs.core.SecurityContext securityContext)
                                                                                                                                                                                                throws NotFoundException,
                                                                                                                                                                                                       IOException

Throws:

NotFoundException

IOException

algorithmLibSVMPost

@POST
 @Path(value="/libsvm")
 @Consumes(value="multipart/form-data")
 @Produces(value={"text/uri-list","application/json"})
public javax.ws.rs.core.Response algorithmLibSVMPost(InputStream fileInputStream,
                                                                                                                                                                                  org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail,
                                                                                                                                                                                  String datasetUri,
                                                                                                                                                                                  Integer svmType,
                                                                                                                                                                                  Float coef0,
                                                                                                                                                                                  Float cost,
                                                                                                                                                                                  Integer degree,
                                                                                                                                                                                  BigDecimal eps,
                                                                                                                                                                                  BigDecimal gamma,
                                                                                                                                                                                  Integer kernelType,
                                                                                                                                                                                  BigDecimal loss,
                                                                                                                                                                                  Boolean normalize,
                                                                                                                                                                                  BigDecimal nu,
                                                                                                                                                                                  Boolean probabilityEstimates,
                                                                                                                                                                                  Boolean shrinking,
                                                                                                                                                                                  String weights,
                                                                                                                                                                                  String validation,
                                                                                                                                                                                  Double validationNum,
                                                                                                                                                                                  @HeaderParam(value="subjectid")
                                                                                                                                                                                  String subjectid,
                                                                                                                                                                                  @Context
                                                                                                                                                                                  javax.ws.rs.core.UriInfo ui,
                                                                                                                                                                                  @Context
                                                                                                                                                                                  javax.ws.rs.core.HttpHeaders headers,
                                                                                                                                                                                  @Context
                                                                                                                                                                                  javax.ws.rs.core.SecurityContext securityContext)
                                                                                                                                                                           throws NotFoundException,
                                                                                                                                                                                  IOException

Throws:

NotFoundException

IOException

algorithmLibSVMAdaBoostPost

@POST
 @Path(value="/libsvm/adaboost")
 @Consumes(value="multipart/form-data")
 @Produces(value={"text/uri-list","application/json"})
public javax.ws.rs.core.Response algorithmLibSVMAdaBoostPost(InputStream fileInputStream,
                                                                                                                                                                                                   org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail,
                                                                                                                                                                                                   String datasetUri,
                                                                                                                                                                                                   @DefaultValue(value="100")
                                                                                                                                                                                                   Integer batchSize,
                                                                                                                                                                                                   Integer numIterations,
                                                                                                                                                                                                   Integer useResampling,
                                                                                                                                                                                                   Integer weightThreshold,
                                                                                                                                                                                                   Integer svmType,
                                                                                                                                                                                                   Float coef0,
                                                                                                                                                                                                   Float cost,
                                                                                                                                                                                                   Integer degree,
                                                                                                                                                                                                   BigDecimal eps,
                                                                                                                                                                                                   BigDecimal gamma,
                                                                                                                                                                                                   Integer kernelType,
                                                                                                                                                                                                   BigDecimal loss,
                                                                                                                                                                                                   Boolean normalize,
                                                                                                                                                                                                   BigDecimal nu,
                                                                                                                                                                                                   Boolean probabilityEstimates,
                                                                                                                                                                                                   Boolean shrinking,
                                                                                                                                                                                                   String weights,
                                                                                                                                                                                                   String validation,
                                                                                                                                                                                                   Double validationNum,
                                                                                                                                                                                                   @HeaderParam(value="subjectid")
                                                                                                                                                                                                   String subjectid,
                                                                                                                                                                                                   @Context
                                                                                                                                                                                                   javax.ws.rs.core.UriInfo ui,
                                                                                                                                                                                                   @Context
                                                                                                                                                                                                   javax.ws.rs.core.HttpHeaders headers,
                                                                                                                                                                                                   @Context
                                                                                                                                                                                                   javax.ws.rs.core.SecurityContext securityContext)
                                                                                                                                                                                            throws NotFoundException,
                                                                                                                                                                                                   IOException

Throws:

NotFoundException

IOException

algorithmLibSVMBaggingPost

@POST
 @Path(value="/libsvm/bagging")
 @Consumes(value="multipart/form-data")
 @Produces(value={"text/uri-list","application/json"})
public javax.ws.rs.core.Response algorithmLibSVMBaggingPost(InputStream fileInputStream,
                                                                                                                                                                                                 org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail,
                                                                                                                                                                                                 String datasetUri,
                                                                                                                                                                                                 Integer bagSizePercent,
                                                                                                                                                                                                 Integer batchSize,
                                                                                                                                                                                                 Integer numIterations,
                                                                                                                                                                                                 Integer svmType,
                                                                                                                                                                                                 Float coef0,
                                                                                                                                                                                                 Float cost,
                                                                                                                                                                                                 Integer degree,
                                                                                                                                                                                                 BigDecimal eps,
                                                                                                                                                                                                 BigDecimal gamma,
                                                                                                                                                                                                 Integer kernelType,
                                                                                                                                                                                                 BigDecimal loss,
                                                                                                                                                                                                 Boolean normalize,
                                                                                                                                                                                                 BigDecimal nu,
                                                                                                                                                                                                 Boolean probabilityEstimates,
                                                                                                                                                                                                 Boolean shrinking,
                                                                                                                                                                                                 String weights,
                                                                                                                                                                                                 String validation,
                                                                                                                                                                                                 Double validationNum,
                                                                                                                                                                                                 @HeaderParam(value="subjectid")
                                                                                                                                                                                                 String subjectid,
                                                                                                                                                                                                 @Context
                                                                                                                                                                                                 javax.ws.rs.core.UriInfo ui,
                                                                                                                                                                                                 @Context
                                                                                                                                                                                                 javax.ws.rs.core.HttpHeaders headers,
                                                                                                                                                                                                 @Context
                                                                                                                                                                                                 javax.ws.rs.core.SecurityContext securityContext)
                                                                                                                                                                                          throws NotFoundException,
                                                                                                                                                                                                 IOException

Throws:

NotFoundException

IOException

algorithmLogisticPost

@POST
 @Path(value="/logistic")
 @Consumes(value="multipart/form-data")
 @Produces(value={"text/uri-list","application/json"})
public javax.ws.rs.core.Response algorithmLogisticPost(InputStream fileInputStream,
                                                                                                                                                                                      org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail,
                                                                                                                                                                                      String datasetUri,
                                                                                                                                                                                      BigDecimal ridge,
                                                                                                                                                                                      Boolean useConjugateGradientDescent,
                                                                                                                                                                                      Integer maxIts,
                                                                                                                                                                                      String validation,
                                                                                                                                                                                      Double validationNum,
                                                                                                                                                                                      @HeaderParam(value="subjectid")
                                                                                                                                                                                      String subjectid,
                                                                                                                                                                                      @Context
                                                                                                                                                                                      javax.ws.rs.core.UriInfo ui,
                                                                                                                                                                                      @Context
                                                                                                                                                                                      javax.ws.rs.core.HttpHeaders headers,
                                                                                                                                                                                      @Context
                                                                                                                                                                                      javax.ws.rs.core.SecurityContext securityContext)
                                                                                                                                                                               throws NotFoundException,
                                                                                                                                                                                      IOException

Throws:

NotFoundException

IOException

algorithmMultilayerPerceptronPost

@POST
 @Path(value="/MultilayerPerceptron")
 @Consumes(value="multipart/form-data")
 @Produces(value={"text/uri-list","application/json"})
public javax.ws.rs.core.Response algorithmMultilayerPerceptronPost(InputStream fileInputStream,
                                                                                                                                                                                                              org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail,
                                                                                                                                                                                                              String datasetUri,
                                                                                                                                                                                                              Double momentum,
                                                                                                                                                                                                              Boolean nominalToBinaryFilter,
                                                                                                                                                                                                              String hiddenLayers,
                                                                                                                                                                                                              Integer validationThreshold,
                                                                                                                                                                                                              Boolean normalizeAttributes,
                                                                                                                                                                                                              Integer numDecimalPlaces,
                                                                                                                                                                                                              Integer batchSize,
                                                                                                                                                                                                              Boolean decay,
                                                                                                                                                                                                              Integer validationSetSize,
                                                                                                                                                                                                              Integer trainingTime,
                                                                                                                                                                                                              Boolean normalizeNumericClass,
                                                                                                                                                                                                              Double learningRate,
                                                                                                                                                                                                              Boolean reset,
                                                                                                                                                                                                              String validation,
                                                                                                                                                                                                              Double validationNum,
                                                                                                                                                                                                              @HeaderParam(value="subjectid")
                                                                                                                                                                                                              String subjectid,
                                                                                                                                                                                                              @Context
                                                                                                                                                                                                              javax.ws.rs.core.UriInfo ui,
                                                                                                                                                                                                              @Context
                                                                                                                                                                                                              javax.ws.rs.core.HttpHeaders headers,
                                                                                                                                                                                                              @Context
                                                                                                                                                                                                              javax.ws.rs.core.SecurityContext securityContext)
                                                                                                                                                                                                       throws NotFoundException,
                                                                                                                                                                                                              IOException

Throws:

NotFoundException

IOException

algorithmSMOPost

@POST
 @Path(value="/SMO")
 @Consumes(value="multipart/form-data")
 @Produces(value={"text/uri-list","application/json"})
public javax.ws.rs.core.Response algorithmSMOPost(InputStream fileInputStream,
                                                                                                                                                                            org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail,
                                                                                                                                                                            String datasetUri,
                                                                                                                                                                            Integer numFolds,
                                                                                                                                                                            Double c,
                                                                                                                                                                            Integer batchSize,
                                                                                                                                                                            String kernel,
                                                                                                                                                                            Integer filterType,
                                                                                                                                                                            String calibrator,
                                                                                                                                                                            String validation,
                                                                                                                                                                            Double validationNum,
                                                                                                                                                                            @HeaderParam(value="subjectid")
                                                                                                                                                                            String subjectid,
                                                                                                                                                                            @Context
                                                                                                                                                                            javax.ws.rs.core.UriInfo ui,
                                                                                                                                                                            @Context
                                                                                                                                                                            javax.ws.rs.core.HttpHeaders headers,
                                                                                                                                                                            @Context
                                                                                                                                                                            javax.ws.rs.core.SecurityContext securityContext)
                                                                                                                                                                     throws NotFoundException,
                                                                                                                                                                            IOException

Throws:

NotFoundException

IOException

algorithmSMOregPost

@POST
 @Path(value="/SMOreg")
 @Consumes(value="multipart/form-data")
 @Produces(value={"text/uri-list","application/json"})
public javax.ws.rs.core.Response algorithmSMOregPost(InputStream fileInputStream,
                                                                                                                                                                                  org.glassfish.jersey.media.multipart.FormDataContentDisposition fileDetail,
                                                                                                                                                                                  String datasetUri,
                                                                                                                                                                                  Integer batchSize,
                                                                                                                                                                                  Double c,
                                                                                                                                                                                  Integer filterType,
                                                                                                                                                                                  String kernel,
                                                                                                                                                                                  String regOptimizer,
                                                                                                                                                                                  String validation,
                                                                                                                                                                                  Double validationNum,
                                                                                                                                                                                  @HeaderParam(value="subjectid")
                                                                                                                                                                                  String subjectid,
                                                                                                                                                                                  @Context
                                                                                                                                                                                  javax.ws.rs.core.UriInfo ui,
                                                                                                                                                                                  @Context
                                                                                                                                                                                  javax.ws.rs.core.HttpHeaders headers,
                                                                                                                                                                                  @Context
                                                                                                                                                                                  javax.ws.rs.core.SecurityContext securityContext)
                                                                                                                                                                           throws NotFoundException,
                                                                                                                                                                                  IOException

Throws:

NotFoundException

IOException