lcsim/src/org/lcsim/recon/cluster/directedtree
diff -u -r1.10 -r1.11
--- DirectedTreeClusterer.java 22 May 2007 22:42:40 -0000 1.10
+++ DirectedTreeClusterer.java 26 Jun 2008 18:40:41 -0000 1.11
@@ -25,263 +25,263 @@
public DirectedTreeClusterer(){
_rcp = new RunControlParameters();
- _loader = LoadMyCalorimeterHit.getInstance();
- _clusBuilder= new ClusterBuilder(_rcp);
+ _loader = LoadMyCalorimeterHit.getInstance();
+ _clusBuilder= new ClusterBuilder(_rcp);
}
public DirectedTreeClusterer(RunControlParameters rcp) {
- _rcp = rcp;
- _loader = LoadMyCalorimeterHit.getInstance();
- _clusBuilder= new ClusterBuilder(_rcp);
+ _rcp = rcp;
+ _loader = LoadMyCalorimeterHit.getInstance();
+ _clusBuilder= new ClusterBuilder(_rcp);
}
public List<Cluster> createClusters(List<CalorimeterHit> hits) {
- Map<Long,CalorimeterHit> hitmap = new HashMap<Long,CalorimeterHit>();
- for(CalorimeterHit hit : hits) {
- long cellid = hit.getCellID();
+ Map<Long,CalorimeterHit> hitmap = new HashMap<Long,CalorimeterHit>();
+ for(CalorimeterHit hit : hits) {
+ long cellid = hit.getCellID();
double density = _loader.getDensity( cellid );
- if(density>=_minDensity) hitmap.put( cellid, hit );
- }
+ if(density>=_minDensity) hitmap.put( cellid, hit );
+ }
- List<Cluster> result = doClustering(hitmap);
- hitmap.clear();
- return result;
+ List<Cluster> result = doClustering(hitmap);
+ hitmap.clear();
+ return result;
}
public List<Cluster> createClusters(Map<Long,CalorimeterHit> inputmap) {
- // rebuild hitmap considering minDensity
- Map<Long,CalorimeterHit> hitmap = new HashMap<Long,CalorimeterHit>();
- for(Long cellid : inputmap.keySet()) {
- CalorimeterHit hit = inputmap.get(cellid);
+ // rebuild hitmap considering minDensity
+ Map<Long,CalorimeterHit> hitmap = new HashMap<Long,CalorimeterHit>();
+ for(Long cellid : inputmap.keySet()) {
+ CalorimeterHit hit = inputmap.get(cellid);
double density = _loader.getDensity( cellid );
- if(density>=_minDensity) hitmap.put( cellid, hit );
- }
+ if(density>=_minDensity) hitmap.put( cellid, hit );
+ }
- List<Cluster> result = doClustering(hitmap);
- hitmap.clear();
- return result;
+ List<Cluster> result = doClustering(hitmap);
+ hitmap.clear();
+ return result;
}
public List<Cluster> doClustering(Map<Long,CalorimeterHit> hitmap) {
- List<List<CalorimeterHit>> trees = makeTree(hitmap);
+ List<List<CalorimeterHit>> trees = makeTree(hitmap);
- List<Cluster> recoClusColl = new ArrayList<Cluster>();
- if(trees.size()>0)
- recoClusColl = _clusBuilder.makeClusters( trees );
-
- // cleanup
- for(List<CalorimeterHit> hits : trees) {
- hits.clear();
- }
- trees.clear();
+ List<Cluster> recoClusColl = new ArrayList<Cluster>();
+ if(trees.size()>0)
+ recoClusColl = _clusBuilder.makeClusters( trees );
+
+ // cleanup
+ for(List<CalorimeterHit> hits : trees) {
+ hits.clear();
+ }
+ trees.clear();
- return recoClusColl;
+ return recoClusColl;
}
public List<List<CalorimeterHit>> makeTree(Map<Long,CalorimeterHit> cahitmap) {
- if(_debug>0) {
- System.out.println("DTreeClusterer.makeTree(): #hits="+cahitmap.size());
- }
+ if(_debug>0) {
+ System.out.println("DTreeClusterer.makeTree(): #hits="+cahitmap.size());
+ }
Map<Long,Long> parentMap = new HashMap<Long,Long>();
List<CalorimeterHit> rootVec = new ArrayList<CalorimeterHit>();
- // process hits according to raw energy
- List<CalorimeterHit> sortedHits = new ArrayList<CalorimeterHit>(cahitmap.values());
- Collections.sort( sortedHits, new CalorimeterHitESort() );
+ // process hits according to raw energy
+ List<CalorimeterHit> sortedHits = new ArrayList<CalorimeterHit>(cahitmap.values());
+ Collections.sort( sortedHits, new CalorimeterHitESort() );
for( CalorimeterHit ihit : sortedHits ) {
long cellid = ihit.getCellID();
double idens = _loader.getDensity( cellid );
- IDDecoder segm = ihit.getIDDecoder();
- segm.setID(cellid);
- if(_debug>1) {
- double mcpE = ((org.lcsim.event.SimCalorimeterHit)ihit).getMCParticle(0).getEnergy();
- System.out.println("DTree: hit ID="+MyTools.printID(cellid)
- +", dens="+idens
- +", rawE="+ihit.getRawEnergy()
- +", mcpE="+mcpE);
- }
-
-
- // Identify calorimeter type for component-specific config
- CylindricalCalorimeter cal = (CylindricalCalorimeter)ihit.getSubdetector();
- // CalorimeterType has been removed.
- // None of the production compact models
- // used this feature anyways. --JM
- //CalorimeterType type = cal.getCalorimeterType();
- //if( type.isEcal() ) _calType = "EM";
- //if( type.isHcal() ) _calType = "HD";
- //if( !type.isEcal() && !type.isHcal() ) {
- // isXcal() is not implemented... use system number for now
- int sysno = cal.getSystemID();
- if(sysno==2 || sysno==6) _calType = "EM";
- else if(sysno==3 || sysno==7) _calType = "HD";
- else {
- assert false : "*** DirectedTreeClusterer: Unexpected sysno="+sysno;
- //}
- }
-// System.out.println("calType="+_calType+", isEcal="+type.isEcal()+", isHcal="+type.isHcal());
-
- double maxdensDiff = -999999.;
- double parDensity = -1;
- long maxdensID = -999999;
+ IDDecoder segm = ihit.getIDDecoder();
+ segm.setID(cellid);
+ if(_debug>1) {
+ double mcpE = ((org.lcsim.event.SimCalorimeterHit)ihit).getMCParticle(0).getEnergy();
+ System.out.println("DTree: hit ID="+MyTools.printID(cellid)
+ +", dens="+idens
+ +", rawE="+ihit.getRawEnergy()
+ +", mcpE="+mcpE);
+ }
+
+
+ // Identify calorimeter type for component-specific config
+ CylindricalCalorimeter cal = (CylindricalCalorimeter)ihit.getSubdetector();
+ // CalorimeterType has been removed.
+ // None of the production compact models
+ // used this feature anyways. --JM
+ //CalorimeterType type = cal.getCalorimeterType();
+ //if( type.isEcal() ) _calType = "EM";
+ //if( type.isHcal() ) _calType = "HD";
+ //if( !type.isEcal() && !type.isHcal() ) {
+ // isXcal() is not implemented... use system number for now
+ int sysno = cal.getSystemID();
+ if(sysno==2 || sysno==6) _calType = "EM";
+ else if(sysno==3 || sysno==7) _calType = "HD";
+ else {
+ assert false : "*** DirectedTreeClusterer: Unexpected sysno="+sysno;
+ //}
+ }
+// System.out.println("calType="+_calType+", isEcal="+type.isEcal()+", isHcal="+type.isHcal());
+
+ double maxdensDiff = -999999.;
+ double parDensity = -1;
+ long maxdensID = -999999;
List<Long> nVec = new ArrayList<Long>();
- // changed from !=0
+ // changed from !=0
if(idens>=_rcp.getMinimumDensity() && idens<=_rcp.getMaximumDensity()) {
- double[] ipos = ihit.getPosition();
- if(_calType=="EM"){
- int nLyrOrig = _rcp.getLyrNeighEM();
- int nZOrig = _rcp.getZNeighEM();
- int nPhiOrig = _rcp.getPhiNeighEM();
- int dRegion = emDensityRegion(idens,nLyrOrig,nZOrig,nPhiOrig);
- int[] lyrCon = _rcp.getLyrContracEM();
- int[] zCon = _rcp.getZContracEM();
- int[] phiCon = _rcp.getPhiContracEM();
-// System.out.println("Original Window"+" "+nLyrOrig+" "+nZOrig+" "+nPhiOrig);
- if(dRegion==1){
- _nLyr = nLyrOrig - lyrCon[0];
- _nZ = nZOrig - zCon[0];
- _nPhi = nPhiOrig - phiCon[0];
- }
- if(dRegion==2){
- _nLyr = nLyrOrig - lyrCon[1];
- _nZ = nZOrig - zCon[1];
- _nPhi = nPhiOrig - phiCon[1];
- }
- if(dRegion==3){
- _nLyr = nLyrOrig - lyrCon[2];
- _nZ = nZOrig - zCon[2];
- _nPhi = nPhiOrig - phiCon[2];
- }
- }
- if(_calType=="HD"){
- int nLyrOrig = _rcp.getLyrNeighHD();
- int nZOrig = _rcp.getZNeighHD();
- int nPhiOrig = _rcp.getPhiNeighHD();
- int dRegion = hdDensityRegion(idens,nLyrOrig,nZOrig,nPhiOrig);
- int[] lyrCon = _rcp.getLyrContracHD();
- int[] zCon = _rcp.getZContracHD();
- int[] phiCon = _rcp.getPhiContracHD();
-// System.out.println("Original Window"+" "+nLyrOrig+" "+nZOrig+" "+nPhiOrig);
- if(dRegion==0){
- _nLyr = nLyrOrig;
- _nZ = nZOrig;
- _nPhi = nPhiOrig;
- }
- if(dRegion==1){
- _nLyr = nLyrOrig - lyrCon[0];
- _nZ = nZOrig - zCon[0];
- _nPhi = nPhiOrig - phiCon[0];
- }
- if(dRegion==2){
- _nLyr = nLyrOrig - lyrCon[1];
- _nZ = nZOrig - zCon[1];
- _nPhi = nPhiOrig - phiCon[1];
- }
- if(dRegion==3){
- _nLyr = nLyrOrig - lyrCon[2];
- _nZ = nZOrig - zCon[2];
- _nPhi = nPhiOrig - phiCon[2];
- }
- }
-
- // find hit neighbors
- long neigh[] = segm.getNeighbourIDs(_nLyr, _nZ, _nPhi);
- for(int j=0; j<neigh.length; j++){
- long jid = neigh[j];
- CalorimeterHit jhit = cahitmap.get(jid);
- if(jhit==null) continue;
- double jdens = _loader.getDensity(jhit);
- double[] jpos = jhit.getPosition();
-
- _distType = _rcp.getDistanceType();
- CalculateDistance calcD = new CalculateDistance();
- double distance = calcD.CalculateDistance(_distType,ipos,jpos);
- double densDiff = (jdens-idens)/distance;
-
- if(densDiff==0.0) nVec.add(jid);
- if(_debug>2) {
- System.out.println(" jhit: cellID="+MyTools.printID(jid)
- +", idens="+idens
- +", jdens="+jdens
- +", dist="+distance
- +", densDiff="+densDiff);
- }
- if(densDiff>maxdensDiff){
- maxdensDiff = densDiff;
- maxdensID = jid;
- parDensity = jdens;
- }
- calcD = null;
- }
-
- if(maxdensDiff<0.0){
- rootVec.add(ihit);
- if(_debug>1) System.out.println("Bonafide root");
- }
-
- if(maxdensDiff>0.0){
-// Long key1 = new Long(cellid);
-// Long key2 = new Long(maxdensID);
-// parentMap.put(key1,key2);
- parentMap.put(cellid,maxdensID);
- if(_debug>1) {
- System.out.println(" maxdensDiff>0: id="
- +MyTools.printID(cellid)
- +" --> parent is "
- +MyTools.printID(maxdensID)
- +", D="+parDensity );
- }
- }
-
- if(maxdensDiff==0.0){
- List<Long> removeItems = new ArrayList<Long>();
- for(Long jkey : nVec) {
- List<Long> temporary = new ArrayList<Long>();
- Long parent = parentMap.get(jkey);
-
- while(parent!=null){
- temporary.add(parent);
- Long lkey = parent;
- parent = parentMap.get(lkey);
- }
- if(temporary.contains(cellid)){
- removeItems.add(jkey);
- }
- }
- nVec.removeAll(removeItems);
-
- if(nVec.size()==0){
- rootVec.add(ihit);
- }
- else{
- double dmin = 9999.;
- long parentKey = 0;
- for(Long jkey : nVec) {
- CalorimeterHit jhit = cahitmap.get(jkey);
- double[] jpos = jhit.getPosition();
- CalculateDistance calcD = new CalculateDistance();
- double distance = calcD.CalculateDistance(_distType,ipos,jpos);
- if(distance<dmin){
- dmin = distance;
- parentKey = jkey;
- }
- }
- parentMap.put(cellid,parentKey);
- if(_debug>1) System.out.println("Cell is matched to identical density neighbor");
- }
- }
- }
- else{
- if(_rcp.getMinimumDensity()==1 && _rcp.getMaximumDensity()==100000) { // default values
- rootVec.add(ihit);
- if(_debug>1) System.out.println("Zero density root");
- }
- }
+ double[] ipos = ihit.getPosition();
+ if(_calType=="EM"){
+ int nLyrOrig = _rcp.getLyrNeighEM();
+ int nZOrig = _rcp.getZNeighEM();
+ int nPhiOrig = _rcp.getPhiNeighEM();
+ int dRegion = emDensityRegion(idens,nLyrOrig,nZOrig,nPhiOrig);
+ int[] lyrCon = _rcp.getLyrContracEM();
+ int[] zCon = _rcp.getZContracEM();
+ int[] phiCon = _rcp.getPhiContracEM();
+// System.out.println("Original Window"+" "+nLyrOrig+" "+nZOrig+" "+nPhiOrig);
+ if(dRegion==1){
+ _nLyr = nLyrOrig - lyrCon[0];
+ _nZ = nZOrig - zCon[0];
+ _nPhi = nPhiOrig - phiCon[0];
+ }
+ if(dRegion==2){
+ _nLyr = nLyrOrig - lyrCon[1];
+ _nZ = nZOrig - zCon[1];
+ _nPhi = nPhiOrig - phiCon[1];
+ }
+ if(dRegion==3){
+ _nLyr = nLyrOrig - lyrCon[2];
+ _nZ = nZOrig - zCon[2];
+ _nPhi = nPhiOrig - phiCon[2];
+ }
+ }
+ if(_calType=="HD"){
+ int nLyrOrig = _rcp.getLyrNeighHD();
+ int nZOrig = _rcp.getZNeighHD();
+ int nPhiOrig = _rcp.getPhiNeighHD();
+ int dRegion = hdDensityRegion(idens,nLyrOrig,nZOrig,nPhiOrig);
+ int[] lyrCon = _rcp.getLyrContracHD();
+ int[] zCon = _rcp.getZContracHD();
+ int[] phiCon = _rcp.getPhiContracHD();
+// System.out.println("Original Window"+" "+nLyrOrig+" "+nZOrig+" "+nPhiOrig);
+ if(dRegion==0){
+ _nLyr = nLyrOrig;
+ _nZ = nZOrig;
+ _nPhi = nPhiOrig;
+ }
+ if(dRegion==1){
+ _nLyr = nLyrOrig - lyrCon[0];
+ _nZ = nZOrig - zCon[0];
+ _nPhi = nPhiOrig - phiCon[0];
+ }
+ if(dRegion==2){
+ _nLyr = nLyrOrig - lyrCon[1];
+ _nZ = nZOrig - zCon[1];
+ _nPhi = nPhiOrig - phiCon[1];
+ }
+ if(dRegion==3){
+ _nLyr = nLyrOrig - lyrCon[2];
+ _nZ = nZOrig - zCon[2];
+ _nPhi = nPhiOrig - phiCon[2];
+ }
+ }
+
+ // find hit neighbors
+ long neigh[] = segm.getNeighbourIDs(_nLyr, _nZ, _nPhi);
+ for(int j=0; j<neigh.length; j++){
+ long jid = neigh[j];
+ CalorimeterHit jhit = cahitmap.get(jid);
+ if(jhit==null) continue;
+ double jdens = _loader.getDensity(jhit);
+ double[] jpos = jhit.getPosition();
+
+ _distType = _rcp.getDistanceType();
+ CalculateDistance calcD = new CalculateDistance();
+ double distance = calcD.CalculateDistance(_distType,ipos,jpos);
+ double densDiff = (jdens-idens)/distance;
+
+ if(densDiff==0.0) nVec.add(jid);
+ if(_debug>2) {
+ System.out.println(" jhit: cellID="+MyTools.printID(jid)
+ +", idens="+idens
+ +", jdens="+jdens
+ +", dist="+distance
+ +", densDiff="+densDiff);
+ }
+ if(densDiff>maxdensDiff){
+ maxdensDiff = densDiff;
+ maxdensID = jid;
+ parDensity = jdens;
+ }
+ calcD = null;
+ }
+
+ if(maxdensDiff<0.0){
+ rootVec.add(ihit);
+ if(_debug>1) System.out.println("Bonafide root");
+ }
+
+ if(maxdensDiff>0.0){
+// Long key1 = new Long(cellid);
+// Long key2 = new Long(maxdensID);
+// parentMap.put(key1,key2);
+ parentMap.put(cellid,maxdensID);
+ if(_debug>1) {
+ System.out.println(" maxdensDiff>0: id="
+ +MyTools.printID(cellid)
+ +" --> parent is "
+ +MyTools.printID(maxdensID)
+ +", D="+parDensity );
+ }
+ }
+
+ if(maxdensDiff==0.0){
+ List<Long> removeItems = new ArrayList<Long>();
+ for(Long jkey : nVec) {
+ List<Long> temporary = new ArrayList<Long>();
+ Long parent = parentMap.get(jkey);
+
+ while(parent!=null){
+ temporary.add(parent);
+ Long lkey = parent;
+ parent = parentMap.get(lkey);
+ }
+ if(temporary.contains(cellid)){
+ removeItems.add(jkey);
+ }
+ }
+ nVec.removeAll(removeItems);
+
+ if(nVec.size()==0){
+ rootVec.add(ihit);
+ }
+ else{
+ double dmin = 9999.;
+ long parentKey = 0;
+ for(Long jkey : nVec) {
+ CalorimeterHit jhit = cahitmap.get(jkey);
+ double[] jpos = jhit.getPosition();
+ CalculateDistance calcD = new CalculateDistance();
+ double distance = calcD.CalculateDistance(_distType,ipos,jpos);
+ if(distance<dmin){
+ dmin = distance;
+ parentKey = jkey;
+ }
+ }
+ parentMap.put(cellid,parentKey);
+ if(_debug>1) System.out.println("Cell is matched to identical density neighbor");
+ }
+ }
+ }
+ else{
+ if(_rcp.getMinimumDensity()==1 && _rcp.getMaximumDensity()==100000) { // default values
+ rootVec.add(ihit);
+ if(_debug>1) System.out.println("Zero density root");
+ }
+ }
- nVec.clear();
+ nVec.clear();
}
List<CalorimeterHit> startingPoints = new ArrayList<CalorimeterHit>();
@@ -293,11 +293,11 @@
startingPoints.add(ihit);
}
}
- if(_debug>1) {
- System.out.println("# starting points = "+startingPoints.size()
- +", pars="+parentMap.size()
- +", roots="+rootVec.size());
- }
+ if(_debug>1) {
+ System.out.println("# starting points = "+startingPoints.size()
+ +", pars="+parentMap.size()
+ +", roots="+rootVec.size());
+ }
List<List<CalorimeterHit>> branches = new ArrayList<List<CalorimeterHit>>();
for(int i=0;i<startingPoints.size();i++) {
@@ -307,93 +307,93 @@
CalorimeterHit ihit = startingPoints.get(i);
branches.get(i).add(ihit);
long cellid = ihit.getCellID();
- if(_debug>1)
- System.out.println("Starting point #"+i+": "+MyTools.printID(cellid));
- Long key = new Long(cellid);
+ if(_debug>1)
+ System.out.println("Starting point #"+i+": "+MyTools.printID(cellid));
+ Long key = new Long(cellid);
while(parentMap.containsKey(cellid)){
- Long jkey = parentMap.get(cellid);
- CalorimeterHit jhit = cahitmap.get(jkey);
+ Long jkey = parentMap.get(cellid);
+ CalorimeterHit jhit = cahitmap.get(jkey);
branches.get(i).add(jhit);
cellid = jkey.longValue();
}
}
- int nTrivial = 0;
+ int nTrivial = 0;
int vsiz = rootVec.size();
- if(_debug>0) System.out.println("no. of roots = "+vsiz);
+ if(_debug>0) System.out.println("no. of roots = "+vsiz);
List<List<CalorimeterHit>> caTrees = new ArrayList<List<CalorimeterHit>>();
for(int i=0;i<vsiz;i++) {
caTrees.add( new ArrayList<CalorimeterHit>() );
}
for(int i=0;i<vsiz;i++) {
- CalorimeterHit ihit = rootVec.get(i);
- caTrees.get(i).add(ihit);
- for(int j=0;j<startingPoints.size();j++) {
- List<CalorimeterHit> jbranch = branches.get(j);
- CalorimeterHit parentHit = jbranch.get( jbranch.size()-1 );
- if(parentHit.equals(ihit)) {
- for( CalorimeterHit jhit : jbranch ) {
- if(!caTrees.get(i).contains(jhit)) {
- caTrees.get(i).add(jhit);
- if(_debug>2) {
- long tmppID = jhit.getCellID();
- System.out.println("Branch id="+MyTools.printID(tmppID));
- }
- }
- }
- }
- }
- if(_debug>0) {
- if(caTrees.get(i).size()>0) {
- long tmpID = ihit.getCellID();
- System.out.println("ROOT id="+MyTools.printID(tmpID)
- +", #hits="+caTrees.get(i).size());
- }
-// else ++nTrivial; // for single-hit clusters
- }
- }
- if(_debug>0) {
- System.out.println("*** plus "+nTrivial+" single-hit clusters.");
- }
-
-// for( List<MyCalorimeterHit> rootHits : caTrees ) {
-// System.out.println("ROOT: #hits="+rootHits.size());
-// }
-
- // cleanup
- parentMap.clear();
- rootVec.clear();
+ CalorimeterHit ihit = rootVec.get(i);
+ caTrees.get(i).add(ihit);
+ for(int j=0;j<startingPoints.size();j++) {
+ List<CalorimeterHit> jbranch = branches.get(j);
+ CalorimeterHit parentHit = jbranch.get( jbranch.size()-1 );
+ if(parentHit.equals(ihit)) {
+ for( CalorimeterHit jhit : jbranch ) {
+ if(!caTrees.get(i).contains(jhit)) {
+ caTrees.get(i).add(jhit);
+ if(_debug>2) {
+ long tmppID = jhit.getCellID();
+ System.out.println("Branch id="+MyTools.printID(tmppID));
+ }
+ }
+ }
+ }
+ }
+ if(_debug>0) {
+ if(caTrees.get(i).size()>0) {
+ long tmpID = ihit.getCellID();
+ System.out.println("ROOT id="+MyTools.printID(tmpID)
+ +", #hits="+caTrees.get(i).size());
+ }
+// else ++nTrivial; // for single-hit clusters
+ }
+ }
+ if(_debug>0) {
+ System.out.println("*** plus "+nTrivial+" single-hit clusters.");
+ }
+
+// for( List<MyCalorimeterHit> rootHits : caTrees ) {
+// System.out.println("ROOT: #hits="+rootHits.size());
+// }
+
+ // cleanup
+ parentMap.clear();
+ rootVec.clear();
return caTrees;
}
public int emDensityRegion(double dens,int nl,int nz,int np){
- int region = 0;
- // if(nl==6 && nz==3 && np==3){
- if(dens<6.) region=1;
- if(dens>=6. && dens<26.) region=2;
- if(dens>=26.) region=3;
- // }
- return region;
+ int region = 0;
+ // if(nl==6 && nz==3 && np==3){
+ if(dens<6.) region=1;
+ if(dens>=6. && dens<26.) region=2;
+ if(dens>=26.) region=3;
+ // }
+ return region;
}
public int hdDensityRegion(double dens,int nl,int nz,int np){
- int region = 0;
- if(dens<=6.) region=1;
- if(dens>=6. && dens<26.) region=2;
- if(dens>=26.) region=3;
- return region;
+ int region = 0;
+ if(dens<=6.) region=1;
+ if(dens>=6. && dens<26.) region=2;
+ if(dens>=26.) region=3;
+ return region;
}
/** Set minimum number of hits required for clusters
*/
public void setMinimumSize(int minsize) {
- _clusBuilder.setMinimumSize(minsize);
+ _clusBuilder.setMinimumSize(minsize);
}
/** Set minimum hit density for hits to be used for clustering
*/
public void setMinimumHitDensity(int mindens) {
- _minDensity = mindens;
+ _minDensity = mindens;
}
}
