#include <windows.h>#include <windowsx.h>#include <stdio.h>#include <ctype.h>#include <list>#include "../../svm.h"using namespace std;#define DEFAULT_PARAM "-t 2 -c 100"#define XLEN 500#define YLEN 500#define DrawLine(dc,x1,y1,x2,y2,c) \	do { \		HPEN hpen = CreatePen(PS_SOLID,0,c); \		HPEN horig = SelectPen(dc,hpen); \		MoveToEx(dc,x1,y1,NULL); \		LineTo(dc,x2,y2); \		SelectPen(dc,horig); \		DeletePen(hpen); \	} while(0)using namespace std;COLORREF colors[] ={	RGB(0,0,0),	RGB(0,120,120),	RGB(120,120,0),	RGB(120,0,120),	RGB(0,200,200),	RGB(200,200,0),	RGB(200,0,200)};HWND main_window;HBITMAP buffer;HDC window_dc;HDC buffer_dc;HBRUSH brush1, brush2, brush3;HWND edit;enum {	ID_BUTTON_CHANGE, ID_BUTTON_RUN, ID_BUTTON_CLEAR,	ID_BUTTON_LOAD, ID_BUTTON_SAVE, ID_EDIT};struct point {	double x, y;	signed char value;};list<point> point_list;int current_value = 1;LRESULT CALLBACK WndProc(HWND, UINT, WPARAM, LPARAM);int WINAPI WinMain(HINSTANCE hInstance, HINSTANCE hPrevInstance,		   PSTR szCmdLine, int iCmdShow){	static char szAppName[] = "SvmToy";	MSG msg;	WNDCLASSEX wndclass;	wndclass.cbSize = sizeof(wndclass);	wndclass.style = CS_HREDRAW | CS_VREDRAW;	wndclass.lpfnWndProc = WndProc;	wndclass.cbClsExtra = 0;	wndclass.cbWndExtra = 0;	wndclass.hInstance = hInstance;	wndclass.hIcon = LoadIcon(NULL, IDI_APPLICATION);	wndclass.hCursor = LoadCursor(NULL, IDC_ARROW);	wndclass.hbrBackground = (HBRUSH) GetStockObject(BLACK_BRUSH);	wndclass.lpszMenuName = NULL;	wndclass.lpszClassName = szAppName;	wndclass.hIconSm = LoadIcon(NULL, IDI_APPLICATION);	RegisterClassEx(&wndclass);	main_window = CreateWindow(szAppName,	// window class name				    "SVM Toy",	// window caption				    WS_OVERLAPPEDWINDOW,// window style				    CW_USEDEFAULT,	// initial x position				    CW_USEDEFAULT,	// initial y position				    XLEN,	// initial x size				    YLEN+52,	// initial y size				    NULL,	// parent window handle				    NULL,	// window menu handle				    hInstance,	// program instance handle				    NULL);	// creation parameters	ShowWindow(main_window, iCmdShow);	UpdateWindow(main_window);	CreateWindow("button", "Change", WS_CHILD | WS_VISIBLE | BS_PUSHBUTTON,		     0, YLEN, 50, 25, main_window, (HMENU) ID_BUTTON_CHANGE, hInstance, NULL);	CreateWindow("button", "Run", WS_CHILD | WS_VISIBLE | BS_PUSHBUTTON,		     50, YLEN, 50, 25, main_window, (HMENU) ID_BUTTON_RUN, hInstance, NULL);	CreateWindow("button", "Clear", WS_CHILD | WS_VISIBLE | BS_PUSHBUTTON,		     100, YLEN, 50, 25, main_window, (HMENU) ID_BUTTON_CLEAR, hInstance, NULL);	CreateWindow("button", "Save", WS_CHILD | WS_VISIBLE | BS_PUSHBUTTON,		     150, YLEN, 50, 25, main_window, (HMENU) ID_BUTTON_SAVE, hInstance, NULL);	CreateWindow("button", "Load", WS_CHILD | WS_VISIBLE | BS_PUSHBUTTON,		     200, YLEN, 50, 25, main_window, (HMENU) ID_BUTTON_LOAD, hInstance, NULL);	edit = CreateWindow("edit", NULL, WS_CHILD | WS_VISIBLE,		            250, YLEN, 250, 25, main_window, (HMENU) ID_EDIT, hInstance, NULL);	Edit_SetText(edit,DEFAULT_PARAM);	brush1 = CreateSolidBrush(colors[4]);	brush2 = CreateSolidBrush(colors[5]);	brush3 = CreateSolidBrush(colors[6]);	window_dc = GetDC(main_window);	buffer = CreateCompatibleBitmap(window_dc, XLEN, YLEN);	buffer_dc = CreateCompatibleDC(window_dc);	SelectObject(buffer_dc, buffer);	PatBlt(buffer_dc, 0, 0, XLEN, YLEN, BLACKNESS);	while (GetMessage(&msg, NULL, 0, 0)) {		TranslateMessage(&msg);		DispatchMessage(&msg);	}	return msg.wParam;}int getfilename( HWND hWnd , char *filename, int len, int save) { 		OPENFILENAME OpenFileName; 		memset(&OpenFileName,0,sizeof(OpenFileName));	filename[0]='\0'; 		OpenFileName.lStructSize       = sizeof(OPENFILENAME); 	OpenFileName.hwndOwner         = hWnd; 		OpenFileName.lpstrFile         = filename; 	OpenFileName.nMaxFile          = len; 	OpenFileName.Flags             = 0; 	return save?GetSaveFileName(&OpenFileName):GetOpenFileName(&OpenFileName);		}void clear_all(){	point_list.clear();	PatBlt(buffer_dc, 0, 0, XLEN, YLEN, BLACKNESS);	InvalidateRect(main_window, 0, 0);}HBRUSH choose_brush(int v){	if(v==1) return brush1;	else if(v==2) return brush2;	else return brush3;}void draw_point(const point & p){	RECT rect;	rect.left = int(p.x*XLEN);	rect.top = int(p.y*YLEN);	rect.right = int(p.x*XLEN) + 3;	rect.bottom = int(p.y*YLEN) + 3;	FillRect(window_dc, &rect, choose_brush(p.value));	FillRect(buffer_dc, &rect, choose_brush(p.value));}void draw_all_points(){	for(list<point>::iterator p = point_list.begin(); p != point_list.end(); p++)		draw_point(*p);}void button_run_clicked(){	// guard	if(point_list.empty()) return;	svm_parameter param;	int i,j;		// default values	param.svm_type = C_SVC;	param.kernel_type = RBF;	param.degree = 3;	param.gamma = 0;	param.coef0 = 0;	param.nu = 0.5;	param.cache_size = 100;	param.C = 1;	param.eps = 1e-3;	param.p = 0.1;	param.shrinking = 1;	param.probability = 0;	param.nr_weight = 0;	param.weight_label = NULL;	param.weight = NULL;	// parse options	char str[1024];	Edit_GetLine(edit, 0, str, sizeof(str));	const char *p = str;	while (1) {		while (*p && *p != '-')			p++;		if (*p == '\0')			break;		p++;		switch (*p++) {			case 's':				param.svm_type = atoi(p);				break;			case 't':				param.kernel_type = atoi(p);				break;			case 'd':				param.degree = atoi(p);				break;			case 'g':				param.gamma = atof(p);				break;			case 'r':				param.coef0 = atof(p);				break;			case 'n':				param.nu = atof(p);				break;			case 'm':				param.cache_size = atof(p);				break;			case 'c':				param.C = atof(p);				break;			case 'e':				param.eps = atof(p);				break;			case 'p':				param.p = atof(p);				break;			case 'h':				param.shrinking = atoi(p);				break;			case 'b':				param.probability = atoi(p);				break;			case 'w':				++param.nr_weight;				param.weight_label = (int *)realloc(param.weight_label,sizeof(int)*param.nr_weight);				param.weight = (double *)realloc(param.weight,sizeof(double)*param.nr_weight);				param.weight_label[param.nr_weight-1] = atoi(p);				while(*p && !isspace(*p)) ++p;				param.weight[param.nr_weight-1] = atof(p);				break;		}	}		// build problem	svm_problem prob;	prob.l = point_list.size();	prob.y = new double[prob.l];	if(param.kernel_type == PRECOMPUTED)	{	}	else if(param.svm_type == EPSILON_SVR ||		param.svm_type == NU_SVR)	{		if(param.gamma == 0) param.gamma = 1;		svm_node *x_space = new svm_node[2 * prob.l];		prob.x = new svm_node *[prob.l];		i = 0;		for (list<point>::iterator q = point_list.begin(); q != point_list.end(); q++, i++)		{			x_space[2 * i].index = 1;			x_space[2 * i].value = q->x;			x_space[2 * i + 1].index = -1;			prob.x[i] = &x_space[2 * i];			prob.y[i] = q->y;		}		// build model & classify		svm_model *model = svm_train(&prob, &param);		svm_node x[2];		x[0].index = 1;		x[1].index = -1;		int *j = new int[XLEN];		for (i = 0; i < XLEN; i++)		{			x[0].value = (double) i / XLEN;			j[i] = (int)(YLEN*svm_predict(model, x));		}				DrawLine(buffer_dc,0,0,0,YLEN,colors[0]);		DrawLine(window_dc,0,0,0,YLEN,colors[0]);				int p = (int)(param.p * YLEN);		for(int i=1; i < XLEN; i++)		{			DrawLine(buffer_dc,i,0,i,YLEN,colors[0]);			DrawLine(window_dc,i,0,i,YLEN,colors[0]);						DrawLine(buffer_dc,i-1,j[i-1],i,j[i],colors[5]);			DrawLine(window_dc,i-1,j[i-1],i,j[i],colors[5]);			if(param.svm_type == EPSILON_SVR)			{							DrawLine(buffer_dc,i-1,j[i-1]+p,i,j[i]+p,colors[2]);				DrawLine(window_dc,i-1,j[i-1]+p,i,j[i]+p,colors[2]);				DrawLine(buffer_dc,i-1,j[i-1]-p,i,j[i]-p,colors[2]);				DrawLine(window_dc,i-1,j[i-1]-p,i,j[i]-p,colors[2]);			}		}				svm_destroy_model(model);		delete[] j;		delete[] x_space;		delete[] prob.x;		delete[] prob.y;	}	else	{		if(param.gamma == 0) param.gamma = 0.5;		svm_node *x_space = new svm_node[3 * prob.l];		prob.x = new svm_node *[prob.l];		i = 0;		for (list<point>::iterator q = point_list.begin(); q != point_list.end(); q++, i++)		{			x_space[3 * i].index = 1;			x_space[3 * i].value = q->x;			x_space[3 * i + 1].index = 2;			x_space[3 * i + 1].value = q->y;			x_space[3 * i + 2].index = -1;			prob.x[i] = &x_space[3 * i];			prob.y[i] = q->value;		}		// build model & classify		svm_model *model = svm_train(&prob, &param);		svm_node x[3];		x[0].index = 1;		x[1].index = 2;		x[2].index = -1;		for (i = 0; i < XLEN; i++)			for (j = 0; j < YLEN; j++) {				x[0].value = (double) i / XLEN;				x[1].value = (double) j / YLEN;				double d = svm_predict(model, x);				if (param.svm_type == ONE_CLASS && d<0) d=2;				SetPixel(window_dc, i, j, colors[(int)d]);				SetPixel(buffer_dc, i, j, colors[(int)d]);			}		svm_destroy_model(model);		delete[] x_space;		delete[] prob.x;		delete[] prob.y;	}	free(param.weight_label);	free(param.weight);	draw_all_points();}LRESULT CALLBACK WndProc(HWND hwnd, UINT iMsg, WPARAM wParam, LPARAM lParam){	HDC hdc;	PAINTSTRUCT ps;	switch (iMsg) {	case WM_LBUTTONDOWN:		{			int x = LOWORD(lParam);			int y = HIWORD(lParam);			point p = {(double)x/XLEN, (double)y/YLEN, current_value};			point_list.push_back(p);			draw_point(p);		}		return 0;	case WM_PAINT:		{			hdc = BeginPaint(hwnd, &ps);			BitBlt(hdc, 0, 0, XLEN, YLEN, buffer_dc, 0, 0, SRCCOPY);			EndPaint(hwnd, &ps);		}		return 0;	case WM_COMMAND:		{			int id = LOWORD(wParam);			switch (id) {			case ID_BUTTON_CHANGE:				++current_value;				if(current_value > 3) current_value = 1;				break;			case ID_BUTTON_RUN:				button_run_clicked();				break;			case ID_BUTTON_CLEAR:				clear_all();								break;			case ID_BUTTON_SAVE:				{					char filename[1024];					if(getfilename(hwnd,filename,1024,1))					{						FILE *fp = fopen(filename,"w");						if(fp)						{							for (list<point>::iterator p = point_list.begin(); p != point_list.end(); p++)								fprintf(fp,"%d 1:%f 2:%f\n",p->value,p->x,p->y);							fclose(fp);						}					}									}				break;			case ID_BUTTON_LOAD:				{					char filename[1024];					if(getfilename(hwnd,filename,1024,0))										{						FILE *fp = fopen(filename,"r");						if(fp)						{							clear_all();							char buf[4096];							while(fgets(buf,sizeof(buf),fp))							{								int v;								double x,y;								if(sscanf(buf,"%d%*d:%lf%*d:%lf",&v,&x,&y)!=3)									break;								point p = {x,y,v};								point_list.push_back(p);							}							fclose(fp);							draw_all_points();						}					}				}				break;			}		}		return 0;	case WM_DESTROY:		PostQuitMessage(0);		return 0;	}	return DefWindowProc(hwnd, iMsg, wParam, lParam);}