bugfix
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@@ -28,6 +28,8 @@ public class Plate {
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int section = 0;
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double m;
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int n;
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//testing
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//System.out.println("Cell size: " + cells.get(0).length);
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while (section < numSections){
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for (int i = 0; i < (size / numSections); i++) {
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List<Integer[]> well = new ArrayList<>();
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@@ -231,7 +231,7 @@ public class Simulator {
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return new MatchingResult(comments, header, allResults, matchMap);
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}
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public static MatchingResult matchCDR1s(List<Integer[]> distinctCells,
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public static MatchingResult[] matchCDR1s(List<Integer[]> distinctCells,
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Plate samplePlate, Integer lowThreshold,
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Integer highThreshold, Map<Integer, Integer> previousMatches){
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int numWells = samplePlate.getSize();
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@@ -256,9 +256,9 @@ public class Simulator {
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Map<Integer, Integer> allCDR3s = samplePlate.assayWellsCDR3();
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Map<Integer, Integer> allCDR1s = samplePlate.assayWellsCDR1();
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int CDR3Count = allCDR3s.size();
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System.out.println("all alphas count: " + CDR3Count);
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System.out.println("all CDR3s count: " + CDR3Count);
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int CDR1Count = allCDR1s.size();
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System.out.println("all betas count: " + CDR1Count);
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System.out.println("all CDR1s count: " + CDR1Count);
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System.out.println("Well maps made");
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System.out.println("Making vertex maps");
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@@ -279,9 +279,9 @@ public class Simulator {
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System.out.println("Vertex maps made");
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System.out.println("Creating Graph");
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//Count how many wells each alpha appears in
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//Count how many wells each CDR3 appears in
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Map<Integer, Integer> CDR3WellCounts = new HashMap<>();
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//count how many wells each beta appears in
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//count how many wells each CDR1 appears in
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Map<Integer, Integer> CDR1WellCounts = new HashMap<>();
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//add edges, where weights are number of wells the peptides share in common.
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//If this is too slow, can make a 2d array and use the SimpleWeightedGraphMatrixGenerator class
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@@ -300,11 +300,13 @@ public class Simulator {
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CDR1WellCounts.merge(b, 1, (oldValue, newValue) -> oldValue + newValue);
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}
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for (Integer i : wellNCDR3s.keySet()) {
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if(CDR3AtoBMap.containsKey(i)||CDR3BtoAMap.containsKey(i)){//only consider ones we have matches for
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for (Integer j : wellNCDR1s.keySet()) {
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weights[plateCDR3toVMap.get(i)][plateCDR1toVMap.get(j) - vertexStartValue] += 1.0;
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}
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}
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}
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}
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SimpleWeightedBipartiteGraphMatrixGenerator graphGenerator = new SimpleWeightedBipartiteGraphMatrixGenerator();
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List<Integer> CDR3Vertices = new ArrayList<>();
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CDR3Vertices.addAll(plateVtoCDR3Map.keySet()); //This will work because LinkedHashMap preserves order of entry
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@@ -315,6 +317,7 @@ public class Simulator {
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graphGenerator.weights(weights);
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graphGenerator.generateGraph(graph);
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System.out.println("Graph created");
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System.out.println("Number of edges: " + graph.edgeSet().size());
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System.out.println("Finding first maximum weighted matching");
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MaximumWeightBipartiteMatching firstMaxWeightMatching =
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@@ -333,13 +336,15 @@ public class Simulator {
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continue;
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}
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Integer source = graph.getEdgeSource(e);
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if(!(CDR3AtoBMap.containsKey(source) || CDR3BtoAMap.containsKey(source))){
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continue;
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}
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// if(!(CDR3AtoBMap.containsKey(source) || CDR3BtoAMap.containsKey(source))){
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// continue;
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// }
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Integer target = graph.getEdgeTarget(e);
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firstMatchCDR3toCDR1Map.put(plateVtoCDR3Map.get(source), plateVtoCDR1Map.get(target));
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}
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System.out.println("First pass matches: " + firstMatchCDR3toCDR1Map.size());
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//zero out the edge weights in the matching
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weightIter = graphMatching.iterator();
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while(weightIter.hasNext()){
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@@ -353,6 +358,7 @@ public class Simulator {
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graphMatching = secondMaxWeightMatching.getMatching();
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System.out.println("Second maximum weighted matching found");
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//second processing run
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Map<Integer, Integer> secondMatchCDR3toCDR1Map = new HashMap<>();
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weightIter = graphMatching.iterator();
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@@ -362,13 +368,31 @@ public class Simulator {
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continue;
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}
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Integer source = graph.getEdgeSource(e);
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if(!(CDR3AtoBMap.containsKey(source) || CDR3BtoAMap.containsKey(source))){
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continue;
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}
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// if(!(CDR3AtoBMap.containsKey(source) || CDR3BtoAMap.containsKey(source))){
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// continue;
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// }
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Integer target = graph.getEdgeTarget(e);
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secondMatchCDR3toCDR1Map.put(plateVtoCDR3Map.get(source), plateVtoCDR1Map.get(target));
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}
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System.out.println("Second pass matches: " + secondMatchCDR3toCDR1Map.size());
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//get linked map for first matching attempt
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Map<Integer, Integer> firstMatchesMap = new LinkedHashMap<>();
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for(Integer alphaCDR3: CDR3AtoBMap.keySet()) {
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if (!(firstMatchCDR3toCDR1Map.containsKey(alphaCDR3))) {
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continue;
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}
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Integer betaCDR3 = CDR3AtoBMap.get(alphaCDR3);
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if (!(firstMatchCDR3toCDR1Map.containsKey(betaCDR3))) {
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continue;
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}
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firstMatchesMap.put(alphaCDR3, firstMatchCDR3toCDR1Map.get(alphaCDR3));
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firstMatchesMap.put(betaCDR3, firstMatchCDR3toCDR1Map.get(betaCDR3));
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}
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//Look for matches that simply swapped already-matched alpha and beta CDR3s
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Map<Integer, Integer> dualMatchesMap = new LinkedHashMap<>();
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for(Integer alphaCDR3: CDR3AtoBMap.keySet()) {
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@@ -387,6 +411,7 @@ public class Simulator {
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}
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}
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//results for dual map
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List<List<String>> allResults = new ArrayList<>();
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Integer trueCount = 0;
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Iterator iter = dualMatchesMap.keySet().iterator();
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@@ -415,6 +440,7 @@ public class Simulator {
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}
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List<String> comments = new ArrayList<>();
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comments.add("Plate size: " + samplePlate.getSize() + " wells");
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comments.add("Previous pairs found: " + previousMatches.size());
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comments.add("CDR1 matches attempted: " + allResults.size());
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double attemptRate = (double) allResults.size() / previousMatches.size();
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@@ -430,7 +456,57 @@ public class Simulator {
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headers.add("second matched CDR1");
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headers.add("Correct match?");
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return new MatchingResult(comments, headers, allResults, dualMatchesMap);
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for(String s: comments){
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System.out.println(s);
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}
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MatchingResult dualTest = new MatchingResult(comments, headers, allResults, dualMatchesMap);
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//results for first map
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allResults = new ArrayList<>();
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trueCount = 0;
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iter = firstMatchesMap.keySet().iterator();
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while(iter.hasNext()){
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Boolean proven = false;
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List<String> tmp = new ArrayList<>();
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tmp.add(iter.next().toString());
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tmp.add(iter.next().toString());
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tmp.add(firstMatchesMap.get(Integer.valueOf(tmp.get(0))).toString());
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tmp.add(firstMatchesMap.get(Integer.valueOf(tmp.get(1))).toString());
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if(alphaCDR3toCDR1Map.get(Integer.valueOf(tmp.get(0))).equals(Integer.valueOf(tmp.get(2)))){
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if(betaCDR3toCDR1Map.get(Integer.valueOf(tmp.get(1))).equals(Integer.valueOf(tmp.get(3)))){
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proven = true;
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}
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}
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else if(alphaCDR3toCDR1Map.get(Integer.valueOf(tmp.get(0))).equals(Integer.valueOf(tmp.get(3)))){
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if(betaCDR3toCDR1Map.get(Integer.valueOf(tmp.get(1))).equals(Integer.valueOf(tmp.get(2)))){
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proven = true;
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}
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}
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tmp.add(proven.toString());
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allResults.add(tmp);
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if(proven){
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trueCount++;
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}
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}
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comments = new ArrayList<>();
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comments.add("Plate size: " + samplePlate.getSize() + " wells");
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comments.add("Previous pairs found: " + previousMatches.size());
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comments.add("CDR1 matches attempted: " + allResults.size());
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attemptRate = (double) allResults.size() / previousMatches.size();
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comments.add("Matching attempt rate: " + attemptRate);
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comments.add("Number of correct matches: " + trueCount);
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correctRate = (double) trueCount / allResults.size();
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comments.add("Correct matching rate: " + correctRate);
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for(String s: comments){
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System.out.println(s);
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}
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MatchingResult firstTest = new MatchingResult(comments, headers, allResults, dualMatchesMap);
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MatchingResult[] output = {firstTest, dualTest};
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return output;
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}
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@@ -255,12 +255,15 @@ public class UserInterface {
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}
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List<Integer[]> cells = cellReader.getCells();
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MatchingResult preliminaryResults = Simulator.matchCDR3s(cells, plate, lowThresholdCDR3, highThresholdCDR3);
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MatchingResult results = Simulator.matchCDR1s(cells, plate, lowThresholdCDR1,
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MatchingResult[] results = Simulator.matchCDR1s(cells, plate, lowThresholdCDR1,
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highThresholdCDR1, preliminaryResults.getMatchMap());
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//result writer
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MatchingFileWriter writer = new MatchingFileWriter(filename, results.getComments(),
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results.getHeaders(), results.getAllResults());
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MatchingFileWriter writer = new MatchingFileWriter(filename + "First", results[0].getComments(),
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results[0].getHeaders(), results[0].getAllResults());
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writer.writeResultsToFile();
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writer = new MatchingFileWriter(filename + "Dual", results[1].getComments(),
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results[1].getHeaders(), results[1].getAllResults());
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writer.writeResultsToFile();
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}
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}
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