12345qiupeng
/
gtsam
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

Fixed thresholding and fold example

release/4.3a0
Frank Dellaert 2022-01-22 13:29:16 -05:00
parent fa1cde2f60
commit 8db7f25021
1 changed files with 12 additions and 14 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

24
gtsam/discrete/tests/testDecisionTree.cpp
View File

@ -24,8 +24,8 @@ using namespace boost::assign;
#include <gtsam/base/Testable.h>
#include <gtsam/discrete/Signature.h>
//#define DT_DEBUG_MEMORY
//#define DT_NO_PRUNING
// #define DT_DEBUG_MEMORY
// #define DT_NO_PRUNING
#define DISABLE_DOT
#include <gtsam/discrete/DecisionTree-inl.h>
using namespace std;
@ -349,10 +349,10 @@ TEST(DecisionTree, visitWith) {
TEST(DecisionTree, fold) {
// Create small two-level tree
string A("A"), B("B");
DT tree(B, DT(A, 0, 1), DT(A, 2, 3));
DT tree(B, DT(A, 1, 1), DT(A, 2, 3));
auto add = [](const int& y, double x) { return y + x; };
double sum = tree.fold(add, 0.0);
EXPECT_DOUBLES_EQUAL(6.0, sum, 1e-9);
EXPECT_DOUBLES_EQUAL(6.0, sum, 1e-9); // Note, not 7, due to pruning!
}
/* ************************************************************************** */
@ -365,7 +365,7 @@ TEST(DecisionTree, labels) {
EXPECT_LONGS_EQUAL(2, labels.size());
}
/* ******************************************************************************** */
/* ************************************************************************** */
// Test unzip method.
TEST(DecisionTree, unzip) {
using DTP = DecisionTree<string, std::pair<int, string>>;
@ -374,10 +374,8 @@ TEST(DecisionTree, unzip) {
// Create small two-level tree
string A("A"), B("B"), C("C");
DTP tree(B,
DTP(A, {0, "zero"}, {1, "one"}),
DTP(A, {2, "two"}, {1337, "l33t"})
);
DTP tree(B, DTP(A, {0, "zero"}, {1, "one"}),
DTP(A, {2, "two"}, {1337, "l33t"}));
DT1 dt1;
DT2 dt2;
@ -398,7 +396,7 @@ TEST(DecisionTree, threshold) {
keys += DT::LabelC("C", 2), DT::LabelC("B", 2), DT::LabelC("A", 2);
DT tree(keys, "0 1 2 3 4 5 6 7");
// Check number of elements equal to zero
// Check number of leaves equal to zero
auto count = [](const int& value, int count) {
return value == 0 ? count + 1 : count;
};
@ -408,9 +406,9 @@ TEST(DecisionTree, threshold) {
auto threshold = [](int value) { return value < 5 ? 0 : value; };
DT thresholded(tree, threshold);
// Check number of elements equal to zero now = 5
// TODO(frank): it is 2, because the pruned branches are counted as 1!
EXPECT_LONGS_EQUAL(5, thresholded.fold(count, 0));
// Check number of leaves equal to zero now = 2
// Note: it is 2, because the pruned branches are counted as 1!
EXPECT_LONGS_EQUAL(2, thresholded.fold(count, 0));
}
/* ************************************************************************* */