????????????#include
????????????#include
????????????#include
????????????#include
????????????
????????????#define?eta?0.000001??//Cholesky分解系數?
????????????

????????????//?全局變量?

????????????int?dim;
????????????int?tmp_k;
????????????int?knl_no;
????????????int?d;
????????????double?gammma;
????????????int?C;
????????????int?scale_flag;
????????????int?poly_k;
????????????int?fuzzy_or_vote;
????????????int?min_or_sum;

		/*	void?readDat_train（）
			{
???????????????int?i;
????????????????FILE?*fp_x;
				FILE?*fp_y;
??????????????fp_x=fopen（“in_x.dat““r“）;
??????????????for（i=0;i			??{
	????????????fscanf（fp_x“%f“&Input_x[i]）;
			??}
			??fp_y=fopen（“in_y.dat““r“）;
??????????????for（i=0;i			??{
	????????????fscanf（fp_y“%f“&Input_y[i]）;
			??}
????????????	fclose（fp_x）;
				fclose（fp_y）;
			}
			
			void?readDat_test（）
			{
???????????????int?i;
????????????????FILE?*fp_x;
				FILE?*fp_y;
??????????????fp_x=fopen（“in_x1.dat““r“）;
??????????????for（i=0;i			??{
	????????????fscanf（fp_x“%f“&Input_x[i]）;
			??}
			??fp_y=fopen（“in_y1.dat““r“）;
??????????????for（i=0;i			??{
	????????????fscanf（fp_y“%f“&Input_y[i]）;
			??}
????????????	fclose（fp_x）;
				fclose（fp_y）;
			}*/


			//主程序?
????????void?main（）
????????{
			void?feature_trans（double?**?X1??double?**?X2int?num1??int?num2??int?dim）;
			?
			?double?c_dotprd（double?*Adouble?*Bint?n）;
			?double?c_kernel（double?*Xdouble?*Y）;
			??void?c_omega（double?**Xint?*Ydouble?**omegeint?n）;
			???void?cho_dec（double?**Aint?m）;
			?void?cho_sol（double?**Adouble?*Bdouble?*Xint?m）;
			?void?D_cal（double?*Ddouble?*alphaint?*Ydouble?**X1double?**X2double?bint?nint?n1）;
			?int?gyakusan（int?aint?bint?M）;
			?double?c_min（double?*D_ijint?Mint?j）;
			?double?c_sum（double?*D_ijint?Mint?j）;
			?int?c_max（double?*m_iint?M）;
			?int?c_max2（int?*voteint?M）;????????????
????????????//
???????????//?int?tmp;//輸入計算用?
????????????//double?tmp_data;//輸入計算用?
????????????int?i?j;
????????????int?num_train;//訓練數據號?
????????????int?num_test;//測試數據號?
????????????int?*train_Y;//訓練數據對應類別號?
????????????int?*?test_Y;//測試數據對應類別號?
????????????double?**train_X;//訓練數據?
????????????double?**test_X;//測試數據?
????????????int?M?=?0;??????//類別號?
????????????int?z1?z2;???????//類別z1和z2?
????????????int?*n_train;????//第n對訓練數據?
????????????int?**Y;?????????//兩類分類器對應類別?
????????????double?**X;??????//?兩類分類器對應訓練數據?
????????????int?h;????????????//數據檢查用?
????????????double?**omega;???//求和矢量?
????????????double?*vect1;??//1矢量?
????????????double?*copy;????//某矢量的備份?
????????????double?sb;???????//Y轉置與ol的點積?
????????????double?s;?????????//?Y轉置與oy的點積
????????????double?b;??????????//偏置項?
????????????double?**alpha;????//alpha
????????????double?**D;????????//訓練數據決策函數值?
????????????double?**testD;????//測試數據決策函數值?test_D
????????????int?co

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件??????39110??2010-04-25?13:41??LSSVM.cpp

-----------?---------??----------?-----??----

????????????????39110????????????????????1