Appendix D | Bayesian Robust Linear Model with Mahalanobis (BRLMM) Distance Classifier Al-
Results
The results in
are based on combining the Nsp and Sty
chips. The default BRLMM threshold is set to 0.5, and it can be tuned
for higher call rates or higher accuracy depending on which one is
more suitable for the requirements of downstream analysis.
The following is a list of performance advantages of BRLMM over
DM:
• At the default confidence of 0.5, BRLMM achieves approximately
a 2/3 reduction in the no-call rate over DM at a threshold of 0.33
– a finding that has been consistently observed on a variety of
data sets.
• BRLMM achieves an improvement of about 0.1% in HapMap
concordance, compared to DM with a more stringent threshold of
0.26
(about 0.2% compared to DM with a threshold of 0.33).
• BRLMM has a large reduction in call rate and accuracy differences
between homozygotes and heterozygotes. In the evaluation of
concordance on homozygotes, there were 25 SNPs which
exhibited what appeared to be
allele swap
.
• Allele Swap is when the concordance with HapMap genotypes is
extremely low (on the order of 20% or less) but jumps to very
high (90% or more) when the A and B alleles are swapped. Such
SNPs are probably due to errors in HapMap, which swaps the
alleles before reporting final accuracy.
GTYPE_manual.book Page 369 Wednesday, August 2, 2006 11:31 AM
Содержание iServer MicroServer iTHX-M
Страница 9: ...Introduction GTYPE_manual book Page 1 Wednesday August 2 2006 11 31 AM...
Страница 10: ...GTYPE_manual book Page 2 Wednesday August 2 2006 11 31 AM...
Страница 19: ...Chapter 1 GTYPE Overview GTYPE_manual book Page 11 Wednesday August 2 2006 11 31 AM...
Страница 20: ...Chapter 1 GTYPE_manual book Page 12 Wednesday August 2 2006 11 31 AM...
Страница 55: ...Chapter 2 Getting Started GTYPE_manual book Page 47 Wednesday August 2 2006 11 31 AM...
Страница 56: ...Chapter 2 GTYPE_manual book Page 48 Wednesday August 2 2006 11 31 AM...
Страница 85: ...Chapter 3 Working with Images GTYPE_manual book Page 77 Wednesday August 2 2006 11 31 AM...
Страница 86: ...Chapter 3 GTYPE_manual book Page 78 Wednesday August 2 2006 11 31 AM...
Страница 113: ...Chapter 4 Analyzing Cell Intensity Data GTYPE_manual book Page 105 Wednesday August 2 2006 11 31 AM...
Страница 114: ...Chapter 4 GTYPE_manual book Page 106 Wednesday August 2 2006 11 31 AM...
Страница 145: ...Chapter 5 Mapping Analysis Window GTYPE_manual book Page 137 Wednesday August 2 2006 11 31 AM...
Страница 146: ...Chapter 5 GTYPE_manual book Page 138 Wednesday August 2 2006 11 31 AM...
Страница 187: ...Chapter 6 Working with Mapping Data GTYPE_manual book Page 179 Wednesday August 2 2006 11 31 AM...
Страница 188: ...Chapter 6 GTYPE_manual book Page 180 Wednesday August 2 2006 11 31 AM...
Страница 259: ...Chapter 7 Universal Tag Window GTYPE_manual book Page 251 Wednesday August 2 2006 11 31 AM...
Страница 260: ...Chapter 7 GTYPE_manual book Page 252 Wednesday August 2 2006 11 31 AM...
Страница 269: ...Chapter 8 Probe Intensity Window GTYPE_manual book Page 261 Wednesday August 2 2006 11 31 AM...
Страница 270: ...Chapter 8 GTYPE_manual book Page 262 Wednesday August 2 2006 11 31 AM...
Страница 283: ...Chapter 9 NetAffx Annotations GTYPE_manual book Page 275 Wednesday August 2 2006 11 31 AM...
Страница 284: ...Chapter 9 GTYPE_manual book Page 276 Wednesday August 2 2006 11 31 AM...
Страница 297: ...Chapter 10 Reports GTYPE_manual book Page 289 Wednesday August 2 2006 11 31 AM...
Страница 298: ...Chapter 10 GTYPE_manual book Page 290 Wednesday August 2 2006 11 31 AM...
Страница 313: ...Appendix A Installing GTYPE Software GTYPE_manual book Page 305 Wednesday August 2 2006 11 31 AM...
Страница 314: ...Appendix A GTYPE_manual book Page 306 Wednesday August 2 2006 11 31 AM...
Страница 325: ...Appendix B MPAM Mapping Algorithm GTYPE_manual book Page 317 Wednesday August 2 2006 11 31 AM...
Страница 326: ...Appendix B GTYPE_manual book Page 318 Wednesday August 2 2006 11 31 AM...
Страница 343: ...Appendix C Dynamic Model Mapping Algorithm GTYPE_manual book Page 335 Wednesday August 2 2006 11 31 AM...
Страница 344: ...Appendix C GTYPE_manual book Page 336 Wednesday August 2 2006 11 31 AM...
Страница 362: ...Appendix D GTYPE_manual book Page 354 Wednesday August 2 2006 11 31 AM...
Страница 385: ...Appendix E Mapping Tool Algorithms GTYPE_manual book Page 377 Wednesday August 2 2006 11 31 AM...
Страница 386: ...Appendix E GTYPE_manual book Page 378 Wednesday August 2 2006 11 31 AM...
Страница 393: ...Appendix F IUPAC Base Codes GTYPE_manual book Page 385 Wednesday August 2 2006 11 31 AM...
Страница 394: ...Appendix F GTYPE_manual book Page 386 Wednesday August 2 2006 11 31 AM...
Страница 397: ...Appendix G File Types GTYPE_manual book Page 389 Wednesday August 2 2006 11 31 AM...
Страница 398: ...Appendix G GTYPE_manual book Page 390 Wednesday August 2 2006 11 31 AM...
Страница 401: ...Appendix H Working with Windowpanes Columns GTYPE_manual book Page 393 Wednesday August 2 2006 11 31 AM...
Страница 402: ...Appendix H GTYPE_manual book Page 394 Wednesday August 2 2006 11 31 AM...
Страница 405: ...Appendix I Hot Key Descriptions GTYPE_manual book Page 397 Wednesday August 2 2006 11 31 AM...
Страница 406: ...Appendix I GTYPE_manual book Page 398 Wednesday August 2 2006 11 31 AM...
Страница 409: ...Index GTYPE_manual book Page 401 Wednesday August 2 2006 11 31 AM...
Страница 410: ...GTYPE_manual book Page 402 Wednesday August 2 2006 11 31 AM...