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壓縮包中包括SVM分類算法的實現代碼、測試數據以及實驗報告

代碼片段和文件信息
#include?
#include?
#include?
#include?
#include?
#include?
#include?
#include?
#include?“svm.h“
int?libsvm_version?=?LIBSVM_VERSION;
typedef?float?Qfloat;
typedef?signed?char?schar;
#ifndef?min
template??static?inline?T?min(T?xT?y)?{?return?(x #endif
#ifndef?max
template??static?inline?T?max(T?xT?y)?{?return?(x>y)?x:y;?}
#endif
template??static?inline?void?swap(T&?x?T&?y)?{?T?t=x;?x=y;?y=t;?}
template??static?inline?void?clone(T*&?dst?S*?src?int?n)
{
dst?=?new?T[n];
memcpy((void?*)dst(void?*)srcsizeof(T)*n);
}
static?inline?double?powi(double?base?int?times)
{
double?tmp?=?base?ret?=?1.0;
for(int?t=times;?t>0;?t/=2)
{
if(t%2==1)?ret*=tmp;
tmp?=?tmp?*?tmp;
}
return?ret;
}
#define?INF?HUGE_VAL
#define?TAU?1e-12
#define?Malloc(typen)?(type?*)malloc((n)*sizeof(type))
static?void?print_string_stdout(const?char?*s)
{
fputs(sstdout);
fflush(stdout);
}
static?void?(*svm_print_string)?(const?char?*)?=?&print_string_stdout;
#if?1
static?void?info(const?char?*fmt...)
{
char?buf[BUFSIZ];
va_list?ap;
va_start(apfmt);
vsprintf(buffmtap);
va_end(ap);
(*svm_print_string)(buf);
}
#else
static?void?info(const?char?*fmt...)?{}
#endif
//
//?Kernel?Cache
//
//?l?is?the?number?of?total?data?items
//?size?is?the?cache?size?limit?in?bytes
//
class?Cache
{
public:
Cache(int?llong?int?size);
~Cache();
//?request?data?[0len)
//?return?some?position?p?where?[plen)?need?to?be?filled
//?(p?>=?len?if?nothing?needs?to?be?filled)
int?get_data(const?int?index?Qfloat?**data?int?len);
void?swap_index(int?i?int?j);
private:
int?l;
long?int?size;
struct?head_t
{
head_t?*prev?*next; //?a?circular?list
Qfloat?*data;
int?len; //?data[0len)?is?cached?in?this?entry
};
head_t?*head;
head_t?lru_head;
void?lru_delete(head_t?*h);
void?lru_insert(head_t?*h);
};
Cache::Cache(int?l_long?int?size_):l(l_)size(size_)
{
head?=?(head_t?*)calloc(lsizeof(head_t)); //?initialized?to?0
size?/=?sizeof(Qfloat);
size?-=?l?*?sizeof(head_t)?/?sizeof(Qfloat);
size?=?max(size?2?*?(long?int)?l); //?cache?must?be?large?enough?for?two?columns
lru_head.next?=?lru_head.prev?=?&lru_head;
}
Cache::~Cache()
{
for(head_t?*h?=?lru_head.next;?h?!=?&lru_head;?h=h->next)
free(h->data);
free(head);
}
void?Cache::lru_delete(head_t?*h)
{
//?delete?from?current?location
h->prev->next?=?h->next;
h->next->prev?=?h->prev;
}
void?Cache::lru_insert(head_t?*h)
{
//?insert?to?last?position
h->next?=?&lru_head;
h->prev?=?lru_head.prev;
h->prev->next?=?h;
h->next->prev?=?h;
}
int?Cache::get_data(const?int?index?Qfloat?**data?int?len)
{
head_t?*h?=?&head[index];
if(h->len)?lru_delete(h);
int?more?=?len?-?h->len;
if(more?>?0)
{
//?free?old?space
while(size? {
head_t?*old?=?lru_head.next;
lru_delete(old);
free(old->data);
size?+=?old->len;
old->data?=?0;
old->len?=?0;
}
/
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件??????122880??2018-09-29?16:08??SVM分類算法\SVM實驗報告.doc
?????目錄???????????0??2014-05-11?15:17??SVM分類算法\
?????目錄???????????0??2014-05-11?14:49??SVM分類算法\SVM實驗報告\
?????目錄???????????0??2014-05-11?14:49??SVM分類算法\SVM實驗報告\Debug\
?????文件??????250811??2011-12-07?19:50??SVM分類算法\SVM實驗報告\Debug\Test.obj
?????文件???????????0??2011-12-07?19:50??SVM分類算法\SVM實驗報告\Debug\Test.sbr
?????文件???????????0??2011-12-07?20:22??SVM分類算法\SVM實驗報告\Debug\filePath
?????文件??????161433??2011-12-07?11:19??SVM分類算法\SVM實驗報告\Debug\svm.obj
?????文件???????????0??2011-12-07?11:19??SVM分類算法\SVM實驗報告\Debug\svm.sbr
?????文件??????205824??2011-12-07?19:50??SVM分類算法\SVM實驗報告\Debug\vc60.idb
?????文件??????176128??2011-12-07?19:50??SVM分類算法\SVM實驗報告\Debug\vc60.pdb
?????文件?????3736576??2011-12-07?19:50??SVM分類算法\SVM實驗報告\Debug\wenben.bsc
?????文件??????692275??2011-12-07?19:50??SVM分類算法\SVM實驗報告\Debug\wenben.exe
?????文件??????892752??2011-12-07?19:50??SVM分類算法\SVM實驗報告\Debug\wenben.ilk
?????文件?????2805060??2011-12-07?11:21??SVM分類算法\SVM實驗報告\Debug\wenben.pch
?????文件?????1270784??2011-12-07?19:50??SVM分類算法\SVM實驗報告\Debug\wenben.pdb
?????文件????????4105??2011-12-07?19:50??SVM分類算法\SVM實驗報告\Test.cpp
?????文件????????8006??2011-12-07?19:50??SVM分類算法\SVM實驗報告\filePath
?????文件??????682934??2011-12-07?19:50??SVM分類算法\SVM實驗報告\model.txt
?????文件????????4811??2011-12-06?19:19??SVM分類算法\SVM實驗報告\preditdata.txt
?????文件???????12009??2011-12-07?11:18??SVM分類算法\SVM實驗報告\result.txt
?????文件???????62947??2011-05-27?11:32??SVM分類算法\SVM實驗報告\svm.cpp
?????文件????????3160??2011-11-25?21:14??SVM分類算法\SVM實驗報告\svm.h
?????文件?????1011971??2011-12-05?11:11??SVM分類算法\SVM實驗報告\ticdata2000.txt
?????文件??????687817??2011-12-06?22:35??SVM分類算法\SVM實驗報告\ticeval2000.txt
?????文件???????12007??2011-12-06?22:35??SVM分類算法\SVM實驗報告\tictgts2000.txt
?????文件???????29899??2011-12-06?19:00??SVM分類算法\SVM實驗報告\traindata.txt
?????文件????????4398??2011-12-07?12:01??SVM分類算法\SVM實驗報告\wenben.dsp
?????文件?????????537??2011-12-06?16:18??SVM分類算法\SVM實驗報告\wenben.dsw
?????文件???????74752??2011-12-07?20:21??SVM分類算法\SVM實驗報告\wenben.ncb
?????文件???????48640??2011-12-07?20:21??SVM分類算法\SVM實驗報告\wenben.opt
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