- Timestamp:
- 07/28/17 12:11:37 (7 years ago)
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trunk/CrossPareConfigurationBuilder/src/de/ugoe/cs/crosspare/ConfigurationBuilder.java
r143 r144 1 1 package de.ugoe.cs.crosspare; 2 2 3 import java.io.File; 3 4 import java.io.FileWriter; 4 5 import java.io.IOException; … … 8 9 public class ConfigurationBuilder { 9 10 10 private static enum Dataset {MDP, JURECZKO, FILTERJURECZKO, AEEEM, RELINK, NETGENE, SELECTEDJURECZKO, AEEEM_LDHH, AEEEM_WCHU, AEEEM_LDHHWCHU, SMARTSHARK_ALL, SMARTSHARK_AST, SMARTSHARK_SM} 11 private static enum Dataset { 12 MDP, 13 MDP_EFFNORM, 14 MDP_EFFLOGNORM, 15 JURECZKO, 16 FILTERJURECZKO, 17 SELECTEDJURECZKO, 18 JURECZKO_NUMERIC, 19 JURECZKO_EFFNORM, 20 JURECZKO_EFFLOGNORM, 21 JURECZKO_EFFNORM_NUMERIC, 22 JURECZKO_EFFLOGNORM_NUMERIC, 23 JURECZKO_NUMERIC_DUPLICATE, 24 JURECZKO_NUMERIC_WEIGHTS, 25 AEEEM, 26 AEEEM_LDHH, 27 AEEEM_WCHU, 28 AEEEM_LDHHWCHU, 29 AEEEM_NUMERIC, 30 AEEEM_LDHH_NUMERIC, 31 AEEEM_WCHU_NUMERIC, 32 AEEEM_LDHHWCHU_NUMERIC, 33 AEEEM_LDHHWCHU_EFFNORM, 34 AEEEM_LDHHWCHU_EFFLOGNORM, 35 AEEEM_LDHHWCHU_EFFNORM_NUMERIC, 36 AEEEM_LDHHWCHU_EFFLOGNORM_NUMERIC, 37 AEEEM_LDHHWCHU_NUMERIC_DUPLICATE, 38 AEEEM_LDHHWCHU_NUMERIC_WEIGHTS, 39 RELINK, 40 RELINK_EFFNORM, 41 RELINK_EFFLOGNORM, 42 NETGENE, 43 NETGENE_NUMERIC, 44 NETGENE_NUMERIC_DUPLICATE, 45 NETGENE_NUMERIC_WEIGHTS, 46 SMARTSHARK_ALL, 47 SMARTSHARK_AST, 48 SMARTSHARK_SM, 49 SMARTSHARK_ALL_NUMERIC 50 } 11 51 12 52 private static final String storageFolder = "config/"; … … 48 88 49 89 public static void writeFile(String approach, Dataset dataset) { 50 try(FileWriter writer = new FileWriter(storageFolder + dataset.toString() + "-" + approach + ".xml");) { 90 File file = new File(storageFolder + dataset.toString() + "/"+ dataset.toString() + "-" + approach + ".xml"); 91 file.getParentFile().mkdirs(); 92 try(FileWriter writer = new FileWriter(file);) { 93 writer.append((String) ConfigurationBuilder.class.getMethod(approach, Dataset.class).invoke(null, dataset)); 94 writer.flush(); 95 } 96 catch (IOException | IllegalAccessException | IllegalArgumentException | InvocationTargetException | NoSuchMethodException | SecurityException e) { 97 e.printStackTrace(); 98 } 99 100 file = new File(storageFolder + "ALL/"+ dataset.toString() + "-" + approach + ".xml"); 101 file.getParentFile().mkdirs(); 102 try(FileWriter writer = new FileWriter(file);) { 51 103 writer.append((String) ConfigurationBuilder.class.getMethod(approach, Dataset.class).invoke(null, dataset)); 52 104 writer.flush(); … … 110 162 configFile.append(" <loader name=\"NasaARFFFolderLoader\" datalocation=\"benchmark/data/MDP\" relative=\"false\"/>\n"); 111 163 break; 164 case MDP_EFFNORM: 165 configFile.append(" <loader name=\"NasaARFFFolderLoader\" datalocation=\"benchmark/data/MDP\" relative=\"false\"/>\n"); 166 configFile.append(" <setwisepreprocessor name=\"NormalizeByEffort\" param=\"\"/>\n"); 167 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"LOC_EXECUTABLE\"/>\n"); 168 break; 169 case MDP_EFFLOGNORM: 170 configFile.append(" <loader name=\"NasaARFFFolderLoader\" datalocation=\"benchmark/data/MDP\" relative=\"false\"/>\n"); 171 configFile.append(" <setwisepreprocessor name=\"NormalizeByLogEffort\" param=\"\"/>\n"); 172 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"LOC_EXECUTABLE\"/>\n"); 173 break; 112 174 case JURECZKO: 113 175 configFile.append(" <loader name=\"CSVFolderLoader\" datalocation=\"benchmark/data/JURECZKO\" relative=\"false\"/>\n"); 176 break; 177 case JURECZKO_NUMERIC: 178 configFile.append(" <loader name=\"CSVFolderLoader\" datalocation=\"benchmark/data/JURECZKO\" relative=\"false\" classtype=\"numeric\"/>\n"); 179 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 114 180 break; 115 181 case FILTERJURECZKO: … … 118 184 configFile.append(" <versionfilter name=\"UnbalancedFilter\" param=\"0.05\" />\n"); 119 185 break; 186 case SELECTEDJURECZKO: 187 configFile.append(" <loader name=\"CSVFolderLoader\" datalocation=\"benchmark/data/SELECTEDJURECZKO\" relative=\"false\"/>\n"); 188 break; 189 case JURECZKO_EFFNORM: 190 configFile.append(" <loader name=\"CSVFolderLoader\" datalocation=\"benchmark/data/JURECZKO\" relative=\"false\"/>\n"); 191 configFile.append(" <setwisepreprocessor name=\"NormalizeByEffort\" param=\"\"/>\n"); 192 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"loc\"/>\n"); 193 break; 194 case JURECZKO_EFFLOGNORM: 195 configFile.append(" <loader name=\"CSVFolderLoader\" datalocation=\"benchmark/data/JURECZKO\" relative=\"false\"/>\n"); 196 configFile.append(" <setwisepreprocessor name=\"NormalizeByLogEffort\" param=\"\"/>\n"); 197 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"loc\"/>\n"); 198 break; 199 case JURECZKO_EFFNORM_NUMERIC: 200 configFile.append(" <loader name=\"CSVFolderLoader\" datalocation=\"benchmark/data/JURECZKO\" relative=\"false\" classtype=\"numeric\"/>\n"); 201 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 202 configFile.append(" <setwisepreprocessor name=\"NormalizeByEffort\" param=\"\"/>\n"); 203 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"loc\"/>\n"); 204 break; 205 case JURECZKO_EFFLOGNORM_NUMERIC: 206 configFile.append(" <loader name=\"CSVFolderLoader\" datalocation=\"benchmark/data/JURECZKO\" relative=\"false\" classtype=\"numeric\"/>\n"); 207 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 208 configFile.append(" <setwisepreprocessor name=\"NormalizeByLogEffort\" param=\"\"/>\n"); 209 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"loc\"/>\n"); 210 break; 211 case JURECZKO_NUMERIC_DUPLICATE: 212 configFile.append(" <loader name=\"CSVFolderLoader\" datalocation=\"benchmark/data/JURECZKO\" relative=\"false\" classtype=\"numeric\"/>\n"); 213 configFile.append(" <setwisepreprocessor name=\"CreateBugDuplicates\" param=\"\" />\n"); 214 break; 215 case JURECZKO_NUMERIC_WEIGHTS: 216 configFile.append(" <loader name=\"CSVFolderLoader\" datalocation=\"benchmark/data/JURECZKO\" relative=\"false\" classtype=\"numeric\"/>\n"); 217 configFile.append(" <setwisepreprocessor name=\"WeightByNumBugs\" param=\"\" />\n"); 218 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 219 break; 120 220 case AEEEM: 121 221 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM\" relative=\"false\"/>\n"); … … 130 230 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM_WCHU\" relative=\"false\"/>\n"); 131 231 break; 232 case AEEEM_NUMERIC: 233 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM\" relative=\"false\" classtype=\"numeric\"/>\n"); 234 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 235 break; 236 case AEEEM_LDHH_NUMERIC: 237 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM_LDHH\" relative=\"false\" classtype=\"numeric\"/>\n"); 238 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 239 break; 240 case AEEEM_LDHHWCHU_NUMERIC: 241 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM_LDHHWCHU\" relative=\"false\" classtype=\"numeric\"/>\n"); 242 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 243 break; 244 case AEEEM_WCHU_NUMERIC: 245 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM_WCHU\" relative=\"false\" classtype=\"numeric\"/>\n"); 246 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 247 break; 248 case AEEEM_LDHHWCHU_EFFNORM: 249 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM_LDHHWCHU\" relative=\"false\"/>\n"); 250 configFile.append(" <setwisepreprocessor name=\"NormalizeByEffort\" param=\"\"/>\n"); 251 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"numberOfLinesOfCode\"/>\n"); 252 break; 253 case AEEEM_LDHHWCHU_EFFLOGNORM: 254 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM_LDHHWCHU\" relative=\"false\"/>\n"); 255 configFile.append(" <setwisepreprocessor name=\"NormalizeByLogEffort\" param=\"\"/>\n"); 256 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"numberOfLinesOfCode\"/>\n"); 257 break; 258 case AEEEM_LDHHWCHU_EFFNORM_NUMERIC: 259 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM_LDHHWCHU\" relative=\"false\" classtype=\"numeric\"/>\n"); 260 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 261 configFile.append(" <setwisepreprocessor name=\"NormalizeByEffort\" param=\"\"/>\n"); 262 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"numberOfLinesOfCode\"/>\n"); 263 break; 264 case AEEEM_LDHHWCHU_EFFLOGNORM_NUMERIC: 265 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM_LDHHWCHU\" relative=\"false\" classtype=\"numeric\"/>\n"); 266 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 267 configFile.append(" <setwisepreprocessor name=\"NormalizeByLogEffort\" param=\"\"/>\n"); 268 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"numberOfLinesOfCode\"/>\n"); 269 break; 270 case AEEEM_LDHHWCHU_NUMERIC_DUPLICATE: 271 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM_LDHHWCHU\" relative=\"false\" classtype=\"numeric\"/>\n"); 272 configFile.append(" <setwisepreprocessor name=\"CreateBugDuplicates\" param=\"\" />\n"); 273 break; 274 case AEEEM_LDHHWCHU_NUMERIC_WEIGHTS: 275 configFile.append(" <loader name=\"ARFFFolderLoader\" datalocation=\"benchmark/data/AEEEM_LDHHWCHU\" relative=\"false\" classtype=\"numeric\"/>\n"); 276 configFile.append(" <setwisepreprocessor name=\"WeightByNumBugs\" param=\"\" />\n"); 277 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 278 break; 132 279 case RELINK: 133 280 configFile.append(" <loader name=\"RelinkFolderLoader\" datalocation=\"benchmark/data/RELINK\" relative=\"false\"/>\n"); 134 281 break; 282 case RELINK_EFFNORM: 283 configFile.append(" <loader name=\"RelinkFolderLoader\" datalocation=\"benchmark/data/RELINK\" relative=\"false\"/>\n"); 284 configFile.append(" <setwisepreprocessor name=\"NormalizeByEffort\" param=\"\"/>\n"); 285 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"CountLineCodeExe\"/>\n"); 286 break; 287 case RELINK_EFFLOGNORM: 288 configFile.append(" <loader name=\"RelinkFolderLoader\" datalocation=\"benchmark/data/RELINK\" relative=\"false\"/>\n"); 289 configFile.append(" <setwisepreprocessor name=\"NormalizeByLogEffort\" param=\"\"/>\n"); 290 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"CountLineCodeExe\"/>\n"); 291 break; 135 292 case NETGENE: 136 293 configFile.append(" <loader name=\"NetgeneFolderLoader\" datalocation=\"benchmark/data/NETGENE\" relative=\"false\"/>\n"); 137 294 break; 138 case SELECTEDJURECZKO: 139 configFile.append(" <loader name=\"CSVFolderLoader\" datalocation=\"benchmark/data/SELECTEDJURECZKO\" relative=\"false\"/>\n"); 295 case NETGENE_NUMERIC: 296 configFile.append(" <loader name=\"NetgeneFolderLoader\" datalocation=\"benchmark/data/NETGENE\" relative=\"false\" classtype=\"numeric\"/>\n"); 297 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 298 break; 299 case NETGENE_NUMERIC_DUPLICATE: 300 configFile.append(" <loader name=\"NetgeneFolderLoader\" datalocation=\"benchmark/data/NETGENE\" relative=\"false\" classtype=\"numeric\"/>\n"); 301 configFile.append(" <setwisepreprocessor name=\"CreateBugDuplicates\" param=\"\" />\n"); 302 break; 303 case NETGENE_NUMERIC_WEIGHTS: 304 configFile.append(" <loader name=\"NetgeneFolderLoader\" datalocation=\"benchmark/data/NETGENE\" relative=\"false\" classtype=\"numeric\"/>\n"); 305 configFile.append(" <setwisepreprocessor name=\"WeightByNumBugs\" param=\"\" />\n"); 306 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 140 307 break; 141 308 case SMARTSHARK_ALL: … … 156 323 configFile.append(" <setwisepreprocessor name=\"AttributeRemoval\" param=\"ReferenceType LambdaExpression Member TypeArgument ThrowStatement ArraySelector Declaration ClassCreator ForStatement SwitchStatement InnerClassCreator Literal TypeParameter VoidClassReference WhileStatement EnhancedForControl This Statement ForControl BinaryOperation MethodReference SuperMemberReference EnumBody FormalParameter EnumConstantDeclaration Expression PackageDeclaration VariableDeclarator AssertStatement Documented node_count DoStatement InterfaceDeclaration ReturnStatement Cast ExplicitConstructorInvocation EnumDeclaration SynchronizedStatement AnnotationMethod SwitchStatementCase MemberReference TypeDeclaration ArrayInitializer CatchClauseParameter CatchClause VariableDeclaration TryStatement Annotation TryResource MethodInvocation BasicType ElementArrayValue InferredFormalParameter IfStatement SuperConstructorInvocation BreakStatement AnnotationDeclaration FieldDeclaration Assignment ContinueStatement Import Primary BlockStatement ClassDeclaration TernaryExpression ClassReference CompilationUnit ConstantDeclaration LocalVariableDeclaration MethodDeclaration ConstructorDeclaration ElementValuePair ArrayCreator Invocation StatementExpression SuperMethodInvocation\"/>\n"); 157 324 break; 325 case SMARTSHARK_ALL_NUMERIC: 326 configFile.append(" <loader name=\"JsonFolderLoader\" datalocation=\"exp-smartshark/data\" relative=\"false\" classtype=\"numeric\"/>\n"); 327 configFile.append(" <setwisepreprocessor name=\"MakeClassBinary\" param=\"\" />\n"); 328 configFile.append(" <versionfilter name=\"MinInstanceNumberFilter\" param=\"100\" />\n"); 329 configFile.append(" <versionfilter name=\"UnbalancedFilter\" param=\"0.05\" />\n"); 330 break; 158 331 default: 159 332 throw new InvalidParameterException("Unknown data set: " + dataset.toString()); … … 378 551 dataset(configFile, dataset); 379 552 trainers(configFile); 380 381 int numNeighbors;382 switch (dataset)383 {384 case AEEEM:385 case AEEEM_LDHH:386 case AEEEM_WCHU:387 case AEEEM_LDHHWCHU:388 numNeighbors = 2;389 break;390 case MDP:391 numNeighbors = 5;392 break;393 case JURECZKO:394 numNeighbors = 30;395 break;396 case FILTERJURECZKO:397 numNeighbors = 20;398 break;399 case RELINK:400 numNeighbors = 1;401 break;402 case NETGENE:403 numNeighbors = 1;404 break;405 case SELECTEDJURECZKO:406 numNeighbors = 4;407 break;408 case SMARTSHARK_ALL:409 case SMARTSHARK_AST:410 case SMARTSHARK_SM:411 // TODO check num neighbors412 default:413 numNeighbors = 10;414 break;415 }416 417 configFile.append(" <setwisepreprocessor name=\"Normalization\" param=\"\" />\n");418 configFile.append(" <setwiseselector name=\"SetWiseKNNSelection\" param=\""+ numNeighbors +"\" />\n");419 configFile.append(" <postprocessor name=\"BiasedWeights\" param=\"0.5\" />\n");420 configFile.append(" <eval name=\"NormalWekaEvaluation\" param=\"\" />\n");421 422 postamble(configFile);423 return configFile.toString();424 }425 426 public static String ZHe13(Dataset dataset) {427 StringBuilder configFile = new StringBuilder();428 preamble(configFile);429 dataset(configFile, dataset);430 trainersBagging(configFile);431 553 432 554 int numNeighbors; … … 437 559 case AEEEM_LDHHWCHU: 438 560 case AEEEM_WCHU: 561 case AEEEM_NUMERIC: 562 case AEEEM_LDHH_NUMERIC: 563 case AEEEM_LDHHWCHU_NUMERIC: 564 case AEEEM_WCHU_NUMERIC: 565 case AEEEM_LDHHWCHU_EFFNORM: 566 case AEEEM_LDHHWCHU_EFFLOGNORM: 567 case AEEEM_LDHHWCHU_EFFNORM_NUMERIC: 568 case AEEEM_LDHHWCHU_EFFLOGNORM_NUMERIC: 569 case AEEEM_LDHHWCHU_NUMERIC_DUPLICATE: 570 case AEEEM_LDHHWCHU_NUMERIC_WEIGHTS: 571 numNeighbors = 2; 572 break; 573 case MDP: 574 case MDP_EFFNORM: 575 case MDP_EFFLOGNORM: 576 numNeighbors = 5; 577 break; 578 case JURECZKO: 579 case JURECZKO_NUMERIC: 580 case JURECZKO_EFFNORM: 581 case JURECZKO_EFFLOGNORM: 582 case JURECZKO_EFFNORM_NUMERIC: 583 case JURECZKO_EFFLOGNORM_NUMERIC: 584 case JURECZKO_NUMERIC_DUPLICATE: 585 case JURECZKO_NUMERIC_WEIGHTS: 586 numNeighbors = 30; 587 break; 588 case FILTERJURECZKO: 589 numNeighbors = 20; 590 break; 591 case RELINK: 592 case RELINK_EFFNORM: 593 case RELINK_EFFLOGNORM: 439 594 numNeighbors = 1; 440 595 break; 441 case MDP:442 numNeighbors = 4;443 break;444 case JURECZKO:445 numNeighbors = 16;446 break;447 case FILTERJURECZKO:448 numNeighbors = 13;449 break;450 case RELINK:451 numNeighbors = 1;452 break;453 596 case NETGENE: 597 case NETGENE_NUMERIC: 598 case NETGENE_NUMERIC_DUPLICATE: 599 case NETGENE_NUMERIC_WEIGHTS: 454 600 numNeighbors = 1; 455 601 break; … … 460 606 case SMARTSHARK_AST: 461 607 case SMARTSHARK_SM: 608 case SMARTSHARK_ALL_NUMERIC: 609 // TODO check num neighbors 610 default: 611 numNeighbors = 10; 612 break; 613 } 614 615 configFile.append(" <setwisepreprocessor name=\"Normalization\" param=\"\" />\n"); 616 configFile.append(" <setwiseselector name=\"SetWiseKNNSelection\" param=\""+ numNeighbors +"\" />\n"); 617 configFile.append(" <postprocessor name=\"BiasedWeights\" param=\"0.5\" />\n"); 618 configFile.append(" <eval name=\"NormalWekaEvaluation\" param=\"\" />\n"); 619 620 postamble(configFile); 621 return configFile.toString(); 622 } 623 624 public static String ZHe13(Dataset dataset) { 625 StringBuilder configFile = new StringBuilder(); 626 preamble(configFile); 627 dataset(configFile, dataset); 628 trainersBagging(configFile); 629 630 int numNeighbors; 631 switch (dataset) 632 { 633 case AEEEM: 634 case AEEEM_LDHH: 635 case AEEEM_LDHHWCHU: 636 case AEEEM_WCHU: 637 case AEEEM_NUMERIC: 638 case AEEEM_LDHH_NUMERIC: 639 case AEEEM_LDHHWCHU_NUMERIC: 640 case AEEEM_WCHU_NUMERIC: 641 case AEEEM_LDHHWCHU_EFFNORM: 642 case AEEEM_LDHHWCHU_EFFLOGNORM: 643 case AEEEM_LDHHWCHU_EFFNORM_NUMERIC: 644 case AEEEM_LDHHWCHU_EFFLOGNORM_NUMERIC: 645 numNeighbors = 1; 646 break; 647 case MDP: 648 case MDP_EFFNORM: 649 case MDP_EFFLOGNORM: 650 numNeighbors = 4; 651 break; 652 case JURECZKO: 653 case JURECZKO_NUMERIC: 654 case JURECZKO_EFFNORM: 655 case JURECZKO_EFFLOGNORM: 656 case JURECZKO_EFFNORM_NUMERIC: 657 case JURECZKO_EFFLOGNORM_NUMERIC: 658 numNeighbors = 16; 659 break; 660 case FILTERJURECZKO: 661 numNeighbors = 13; 662 break; 663 case RELINK: 664 case RELINK_EFFNORM: 665 case RELINK_EFFLOGNORM: 666 numNeighbors = 1; 667 break; 668 case NETGENE: 669 case NETGENE_NUMERIC: 670 numNeighbors = 1; 671 break; 672 case SELECTEDJURECZKO: 673 numNeighbors = 4; 674 break; 675 case SMARTSHARK_ALL: 676 case SMARTSHARK_AST: 677 case SMARTSHARK_SM: 678 case SMARTSHARK_ALL_NUMERIC: 462 679 // TODO check num neighbors 463 680 default:
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