Tree *dtree(Tree *root, char key){
Tree *p, *p2;
if(!root)return root; /*não encontrado*/
if(root->info==key){ /* apagar a raiz */
/*isso significa uma arvore vazia*/
if(root->left==root->right){
free(root);
return NULL;
}
/*ou se uma subarvore e nula*/
else if(root->left==NULL){
p = root->right;
free(root);
return p;
}
else if(root->right==NULL){
p = root->right;
free(root);
return p;
}
else {
p2 = root->right;
p = root->right;
while(p->left)p = p->left;
p->left = root->left;
free(root);
return p2;
}
}
if(root->info<key)root->right = dtree(root->right, key);
else root->left = dtree(root->left, key);
return root;
}
int main()
{
int i,j;
x = malloc(SIZE*sizeof(double*));
for(i=0;i<SIZE;i++)
x[i] = malloc(3*sizeof(double));
t_x = malloc(T_SIZE*sizeof(double*));
for(i=0;i<T_SIZE;i++)
t_x[i] = malloc(3*sizeof(double));
for(i=0;i<SIZE;i++)
{
for(j=0;j<3;j++)
scanf("%lf",&x[i][j]);
}
for(i=0;i<T_SIZE;i++)
{
for(j=0;j<3;j++)
scanf("%lf",&t_x[i][j]);
}
for(i=0;i<SIZE;i++)
{
for(j=0;j<3;j++)
printf("%lf ",x[i][j]);
printf("\n");
}
struct Node * root;
root = dtree(x,SIZE,root);
fprintf(stderr,"END, s,t,d,b = %d %lf %d %d\n",root->s,root->theta,root->dim,root->b);
/*double ds[3];
ds[0]=0.502864; ds[1]=0.721677; ds[2]=-1.000000;
printf("======%d\n",predict(root,ds));*/
double Ein = 0;
for(i=0;i<SIZE;i++)
{
if(predict(root,x[i]) != x[i][2])
Ein++;
}
Ein = Ein / SIZE;
double Eout = 0;
for(i=0;i<T_SIZE;i++)
{
if(predict(root,t_x[i]) != t_x[i][2])
Eout++;
}
Eout = Eout / T_SIZE;
printf("Ein = %lf, Eout = %lf\n",Ein,Eout);
return 0;
}
void TestCase_CDHashAVLTree_TestCase1(void)
{
CDHashAVLTree dtree(2, HashInt, IntCompare, NULL, IntCopy);
int i;
for ( i = 400; i > 0 ; i-- )
{
if ( i == 32 )
{
printf( "i = %d\n", i);
}
dtree.Insert((void *)i);
}
int a = 3;
int ret = -1;
ret = (int)dtree.Find((void *)a);
assertTrue( ret == a);
for ( i = 1; i <= 400; i++ )
{
ret = (int)dtree.Find((void *)i);
if ( ret != i )
{
printf("ret = %d, i = %d\n", ret, i);
}
}
dtree.Delete((void *)a);
ret = (int)dtree.Find((void *)a);
assertTrue(ret == 0);
dtree.Insert((void *)a);
for ( i = 1; i <= 400; i++ )
{
ret = (int)dtree.Find((void *)i);
if ( ret != i )
{
printf("ret = %d, i = %d\n", ret, i);
}
}
printf("TestCase1 Finished.\n");
}
void TestCase_CDHashAVLTree_TestCase2(void)
{
CDHashAVLTree dtree(32768, HashInt, IntCompare, NULL, IntCopy);
int i;
clock_t t1, t2;
t1 = clock();
//#pragma omp parallel for num_threads(4) schedule(static, 16)
for ( i = 1; i <= 1000000; i++ )
{
dtree.Insert((void *)i);
}
t2 = clock();
printf("CDHashAVLTree::Insert, time = %ld\n", t2-t1);
int data = 1001;
MCapi_CreateThread(CDHashAVLTree_Find_Thread, (void *)&dtree,
MCAPI_THREAD_RUNNING);
for ( i = 0; i < 100000; i++ )
{
dtree.Delete((void *)data);
dtree.Insert((void *)data);
}
t1 = clock();
#pragma omp parallel for //schedule(static, 4096)
for ( i = 1; i <= 1000000; i++ )
{
int Key;
Key = (int)dtree.Find((void *)i);
}
t2 = clock();
printf("CDHashAVLTree::Find 1000000, time = %ld\n", t2-t1);
t1 = clock();
#pragma omp parallel for //schedule(static, 4096)
for ( i = 1; i <= 1000000; i++ )
{
int Key;
Key = (int)dtree.Find((void *)i);
}
t2 = clock();
printf("CDHashAVLTree::Find 1000000, time = %ld\n", t2-t1);
Sleep(100);
}
struct Node * dtree(double **ins, int size, struct Node *node)
{
int i,j;
if(node == NULL)
{
printf(" is NULL\n");
node = malloc(sizeof(struct Node));
node->p = NULL;
node->n = NULL;
node->b = 0;
if(size == 0)
{
return NULL;
}
if(size == 1)
{
node->label = ins[0][2];
return node;
}
struct REC * result = decision_stump(ins, size);
printf("r: s,d,t,c = %d, %d, %lf, %lf\n",result->s, result->dim,result->theta,result->count);
node->s = result->s;
node->dim = result->dim;
node->theta = result->theta;
node->count = result->count;
node->b = 0;
if(node->count == 0 || node->count == size)
{
node->label = ins[0][2];
for(i=0;i<size;i++)
printf("%lf ",ins[i][2]);
printf("\n");
return node;
}
double **insp = malloc((result->count)*sizeof(double*));
for(i=0;i<result->count;i++)
insp[i] = malloc(3*sizeof(double));
double **insn = malloc((size - result->count)*sizeof(double*));
for(i=0;i<size - result->count;i++)
insn[i] = malloc(3*sizeof(double));
int inspc = 0, insnc = 0;
for(i=0;i<size;i++)
{
if ((node->s) * (ins[i][node->dim]- node->theta)>0)
{
for(j=0;j<3;j++)
insp[inspc][j] = ins[i][j];
inspc++;
}
else
{
for(j=0;j<3;j++)
insn[insnc][j] = ins[i][j];
insnc++;
}
}
node->p = dtree(insp, node->count, node->p);
node->n = dtree(insn, size - node->count, node->n);
//node->b = node->p->b+node->n->b;
node->b = 1;
if(node->p !=NULL)
node->b +=node->p->b;
if(node->n != NULL)
node->b += node->n->b;
return node;
}
else
fprintf(stderr, "node != NULL\n");
return NULL;
}