28 lines
774 B
Diff
28 lines
774 B
Diff
|
|
diff --git a/svm.cpp b/svm.cpp
|
||
|
|
index 3b7643e..2a34b42 100644
|
||
|
|
--- a/svm.cpp
|
||
|
|
+++ b/svm.cpp
|
||
|
|
@@ -10,6 +10,7 @@
|
||
|
|
#include <vector>
|
||
|
|
#include <cmath>
|
||
|
|
#include <algorithm>
|
||
|
|
+#include <random>
|
||
|
|
#include "feature.h"
|
||
|
|
|
||
|
|
namespace zinnia {
|
||
|
|
@@ -43,11 +44,13 @@ bool svm_train(size_t l,
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
+ std::random_device rand_device;
|
||
|
|
+ std::default_random_engine rand_engine(rand_device());
|
||
|
|
static const size_t kMaxIteration = 2000;
|
||
|
|
for (size_t iter = 0; iter < kMaxIteration; ++iter) {
|
||
|
|
double PGmax_new = -kINF;
|
||
|
|
double PGmin_new = kINF;
|
||
|
|
- std::random_shuffle(index.begin(), index.begin() + active_size);
|
||
|
|
+ std::shuffle(index.begin(), index.begin() + active_size, rand_engine);
|
||
|
|
|
||
|
|
for (size_t s = 0; s < active_size; ++s) {
|
||
|
|
const size_t i = index[s];
|