void Goban::init_priors(Prior priors[]) const
{
const double EQUIV = size;// /2;
priors[PASS].prior = 0.1*EQUIV, priors[PASS].equiv = EQUIV;
for(int i = 0; i < empty_points.length(); ++i){
int p = empty_points[i];
priors[p].prior = 0.5*EQUIV, priors[p].equiv = EQUIV;
}
for(int i = 0; i < empty_points.length(); ++i){
int p = empty_points[i];
if(is_self_atari(p, side)){
priors[p].prior = 0.2*EQUIV, priors[p].equiv = 2*EQUIV;
continue;
}
if(is_surrounded(p, side)){
priors[p].prior = 0.3*EQUIV, priors[p].equiv = EQUIV;
continue;
}
priors[p].prior = 0.5*EQUIV, priors[p].equiv = EQUIV;
if(size > 11){
if(distance_to_edge[p] == 0 && !stones_around(p, 4)){
priors[p].prior = 0.1*EQUIV, priors[p].equiv = EQUIV;
}
else if(distance_to_edge[p] == 3 && !stones_around(p, 4)){
priors[p].prior = 0.9*EQUIV, priors[p].equiv = EQUIV;
}
}
GroupSet<4> neigh;
int nneigh = neighbour_groups(p, neigh);
for(int j = 0; j < nneigh; j++){
if(neigh[j]->has_one_liberty()){
if(neigh[j]->get_color() != side){
priors[p].prior = 1.4*EQUIV, priors[p].equiv = 2*EQUIV;
goto endloop;
}
else{
priors[p].prior = 0.6*EQUIV, priors[p].equiv = EQUIV;
goto endloop;
}
}
}
if(match_mogo_pattern(p, side)){
priors[p].prior = 0.9*EQUIV, priors[p].equiv = EQUIV;
continue;
}
endloop:;
}
if(last_point == 0) return;
PointSet<MAXSIZE2> list;
capture_heuristic(last_point, list);
for(int i = 0; i < list.length(); i++){
priors[list[i]].prior += 3*EQUIV, priors[list[i]].equiv += 3*EQUIV;
}
list.clear();
save_heuristic(last_point, list);
for(int i = 0; i < list.length(); i++){
priors[list[i]].prior += 2*EQUIV, priors[list[i]].equiv += 2*EQUIV;
}
list.clear();
pattern_heuristic(last_point, list);
for(int i = 0; i < list.length(); i++){
priors[list[i]].prior += 2*EQUIV, priors[list[i]].equiv += 2*EQUIV;
}
list.clear();
for(int i = 0; last_point && i < 4; i++){
for(int j = 0; j < 4*(i+1); j++){
int v = within_manhattan[last_point][i][j];
if(v) {
priors[v].prior += (1.0-0.1*i)*EQUIV, priors[v].equiv += EQUIV;
}
}
}
}
bool RangeProfilePlotManager::plotProfile(Signature* pSignature)
{
VERIFY(mpView && pSignature);
std::string plotName = pSignature->getDisplayName();
if (plotName.empty())
{
plotName = pSignature->getName();
}
if (plotName == "Difference")
{
QMessageBox::warning(Service<DesktopServices>()->getMainWidget(),
"Invalid signature", "Signatures can not be named 'Difference' as this is a reserved "
"name for this plot. Please rename your signature and try again.");
return false;
}
const Units* pXUnits = NULL;
const Units* pYUnits = NULL;
std::vector<double> xData;
std::vector<double> yData;
std::set<std::string> dataNames = pSignature->getDataNames();
for (std::set<std::string>::const_iterator dataName = dataNames.begin();
dataName != dataNames.end() && (pXUnits == NULL || pYUnits == NULL);
++dataName)
{
const Units* pUnits = pSignature->getUnits(*dataName);
if (pUnits == NULL)
{
continue;
}
if (pUnits->getUnitType() == DISTANCE)
{
if (pXUnits == NULL)
{
pXUnits = pUnits;
xData = dv_cast<std::vector<double> >(pSignature->getData(*dataName), std::vector<double>());
}
}
else if (pYUnits == NULL)
{
pYUnits = pUnits;
yData = dv_cast<std::vector<double> >(pSignature->getData(*dataName), std::vector<double>());
}
}
if (xData.empty() || xData.size() != yData.size())
{
QMessageBox::warning(Service<DesktopServices>()->getMainWidget(),
"Invalid signature", QString("Signatures must have a distance axis. '%1' does not and will not be plotted.")
.arg(QString::fromStdString(pSignature->getName())));
return false;
}
std::map<Signature*, std::string>::iterator oldPointSet = mSigPointSets.find(pSignature);
PointSet* pSet = getPointSet(pSignature);
if (pSet != NULL)
{
pSet->clear(true);
}
std::list<PlotObject*> curObjects;
mpView->getObjects(POINT_SET, curObjects);
if (pSet == NULL)
{
std::vector<ColorType> excluded;
excluded.push_back(ColorType(255, 255, 255)); // background
excluded.push_back(ColorType(200, 0, 0)); // color for the difference plot
for (std::list<PlotObject*>::const_iterator cur = curObjects.begin(); cur != curObjects.end(); ++cur)
{
excluded.push_back(static_cast<PointSet*>(*cur)->getLineColor());
}
pSet = static_cast<PointSet*>(mpView->addObject(POINT_SET, true));
mSigPointSets[pSignature] = plotName;
pSignature->attach(SIGNAL_NAME(Subject, Deleted), Slot(this, &RangeProfilePlotManager::signatureDeleted));
pSignature->getDataDescriptor()->attach(SIGNAL_NAME(DataDescriptor, Renamed),
Slot(this, &RangeProfilePlotManager::signatureRenamed));
std::vector<ColorType> colors;
ColorType::getUniqueColors(1, colors, excluded);
if (!colors.empty())
{
pSet->setLineColor(colors.front());
}
}
pSet->setObjectName(plotName);
for (size_t idx = 0; idx < xData.size(); ++idx)
{
pSet->addPoint(xData[idx], yData[idx]);
}
VERIFY(mpPlot);
Axis* pBottom = mpPlot->getAxis(AXIS_BOTTOM);
Axis* pLeft = mpPlot->getAxis(AXIS_LEFT);
VERIFYRV(pBottom && pLeft, NULL);
if (pBottom->getTitle().empty())
{
pBottom->setTitle(pXUnits->getUnitName());
}
if (pLeft->getTitle().empty())
{
pLeft->setTitle(pYUnits->getUnitName());
}
else if (pLeft->getTitle() != pYUnits->getUnitName())
{
Axis* pRight = mpPlot->getAxis(AXIS_RIGHT);
VERIFYRV(pRight, NULL);
if (pRight->getTitle().empty())
{
pRight->setTitle(pYUnits->getUnitName());
}
}
std::string classificationText = dv_cast<std::string>(pSignature->getMetadata()->getAttribute("Raw Classification"),
mpPlot->getClassificationText());
if (classificationText.empty() == false)
{
FactoryResource<Classification> pClassification;
if (pClassification->setClassification(classificationText) == true)
{
mpPlot->setClassification(pClassification.get());
}
else
{
QMessageBox::warning(Service<DesktopServices>()->getMainWidget(), QString::fromStdString(getName()),
"The plot could not be updated with the signature classification. Please ensure that the plot "
"has the proper classification.");
}
}
getDockWindow()->show();
mpView->zoomExtents();
mpView->refresh();
return true;
}
void RangeProfilePlotManager::calculateDifferences()
{
// ensure we have only two objects selected
VERIFYNRV(mpView);
std::list<PlotObject*> selected;
mpView->getSelectedObjects(selected, true);
std::list<PlotObject*>::iterator selIt = selected.begin();
PointSet* pFirst = (selIt == selected.end()) ? NULL : dynamic_cast<PointSet*>(*(selIt++));
PointSet* pSecond = (selIt == selected.end()) ? NULL : dynamic_cast<PointSet*>(*(selIt++));
if (pFirst == NULL || pSecond == NULL)
{
return;
}
// locate the Difference point set
std::list<PlotObject*> allObjects;
mpView->getObjects(POINT_SET, allObjects);
PointSet* pDiffSet = NULL;
for (std::list<PlotObject*>::iterator obj = allObjects.begin(); obj != allObjects.end(); ++obj)
{
PointSet* pSet = static_cast<PointSet*>(*obj);
std::string name;
pSet->getObjectName(name);
if (name == "Difference")
{
pDiffSet = pSet;
pDiffSet->clear(true);
break;
}
}
if (pDiffSet == NULL)
{
pDiffSet = static_cast<PointSet*>(mpView->addObject(POINT_SET, true));
pDiffSet->setObjectName("Difference");
}
// calculate the differences and errors
std::vector<Point*> aPoints = pFirst->getPoints();
std::vector<Point*> bPoints = pSecond->getPoints();
if (aPoints.size() < 2 || bPoints.size() < 2)
{
return;
}
double mae = 0.0;
double mse1 = 0.0;
double mse2 = 0.0;
for (size_t aIdx = 0; aIdx < aPoints.size(); ++aIdx)
{
Point* pA = aPoints[aIdx];
VERIFYNRV(pA);
LocationType aVal = pA->getLocation();
LocationType newVal;
// locate the associated spot in b
for (size_t bIdx = 0; bIdx < bPoints.size(); ++bIdx)
{
Point* pB = bPoints[bIdx];
VERIFYNRV(pB);
LocationType bVal = pB->getLocation();
double diff = aVal.mX - bVal.mX;
if (fabs(diff) < 0.0000001) // a == b use the exact value
{
newVal.mX = aVal.mX;
newVal.mY = bVal.mY - aVal.mY;
break;
}
else if (diff < 0.0) // a < b found the upper point, interpolate
{
newVal.mX = aVal.mX;
LocationType secondBVal;
if (bIdx == 0) // we are at the start so continue the segment from the right
{
Point* pSecondB = bPoints[1];
VERIFYNRV(pSecondB);
secondBVal = pSecondB->getLocation();
}
else // grab the previous point for interpolation
{
Point* pSecondB = bPoints[bIdx-1];
VERIFYNRV(pSecondB);
secondBVal = pSecondB->getLocation();
}
// calculate slope-intercept
double m = (bVal.mY - secondBVal.mY) / (bVal.mX - secondBVal.mX);
double b = bVal.mY - m * bVal.mX;
// find the y corresponding to the interpolated x
newVal.mY = m * newVal.mX + b;
newVal.mY -= aVal.mY;
break;
}
}
mae += fabs(newVal.mY);
mse1 += newVal.mY * newVal.mY;
mse2 += (newVal.mY * newVal.mY) / (aVal.mY * aVal.mY);
pDiffSet->addPoint(newVal.mX, newVal.mY);
}
pDiffSet->setLineColor(ColorType(200, 0, 0));
mpView->refresh();
mae /= aPoints.size();
mse1 /= aPoints.size();
mse2 /= aPoints.size();
QMessageBox::information(mpView->getWidget(), "Comparison metrics",
QString("Mean squared error (method 1): %1\n"
"Mean squared error (method 2): %2\n"
"Mean absolute error: %3").arg(mse1).arg(mse2).arg(mae), QMessageBox::Close);
}
double createPointSets(const ThreadParams& params, bool sample, double stdDev, PointSet& altitude, PointSet& speed)
{
double startTime = 0;
double lastTime = 0;
altitude.clear();
speed.clear();
for(auto i = params.flightProfile.begin(); i != params.flightProfile.end(); ++i)
{
double time;
if(sample)
{
time = i->time.sample();
}
else
{
time = i->time.offsetMean(stdDev);
}
if(i == params.flightProfile.begin())
{
startTime = time;
}
else
{
lastTime = time - startTime;
}
if(!i->altitude.isNull())
{
double alt;
if(sample)
{
alt = i->altitude.sample();
}
else
{
alt = i->altitude.offsetMean(stdDev);
}
altitude.addPoint(time, alt);
}
if(!i->speed.isNull())
{
double spd;
if(sample)
{
spd = i->speed.sample();
}
else
{
spd = i->speed.offsetMean(stdDev);
}
speed.addPoint(time, spd);
}
}
//remove-me
// std::cerr << "altitude" << std::endl;
// for(size_t i = 0; i < altitude.size(); ++i)
// {
// std::cerr << "t=" << altitude[i].x_ << " altitude=" << altitude[i].y_ << std::endl;
// }
// std::cerr << "speed" << std::endl;
// for(size_t i = 0; i < speed.size(); ++i)
// {
// std::cerr << "t=" << speed[i].x_ << " speed=" << speed[i].y_ << std::endl;
// }
// std::cerr << "elapsed=" << lastTime << std::endl;
return lastTime;
}
