svm_parameter.h

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/*
 * Copyright (c) 2019-2021, NVIDIA CORPORATION.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
#pragma once
 
namespace ML {
namespace SVM {
 
enum SvmType { C_SVC, NU_SVC, EPSILON_SVR, NU_SVR };
 
struct SvmParameter {
  double C;           
  double cache_size;  
  int max_iter;
  int nochange_steps;  //<! Number of steps to continue with non-changing diff
  double tol;          
  int verbosity;       
  double epsilon;      
  SvmType svmType;
};
 
};  // namespace SVM
};  // namespace ML