Large-Margin Classification with Multiple Decision Rules

Autor: Kimes, Patrick K., Hayes, D. Neil, Marron, J. S., Liu, Yufeng

Binary classification is a common statistical learning problem in which a model is estimated on a set of covariates for some outcome indicating the membership of one of two classes. In the literature, there exists a distinction between hard and soft

Externí odkaz: http://arxiv.org/abs/1411.5260

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The Integrated Genomic Landscape of Thymic Epithelial Tumors

Autor: Ally, Adrian, Appelbaum, Elizabeth L., Auman, J. Todd, Balasundaram, Miruna, Balu, Saianand, Behera, Madhusmita, Beroukhim, Rameen, Berrios, Mario, Blandino, Giovanni, Bodenheimer, Tom, Bootwalla, Moiz S., Bowen, Jay, Brooks, Denise, Carcano, Flavio M., Carlsen, Rebecca, Carvalho, Andre L., Castro, Patricia, Chalabreysse, Lara, Chin, Lynda, Cho, Juok, Choe, Gina, Chuah, Eric, Chudamani, Sudha, Cibulskis, Carrie, Cope, Leslie, Cordes, Matthew G., Crain, Daniel, Curley, Erin, Defreitas, Timothy, Demchok, John A., Detterbeck, Frank, Dhalla, Noreen, Dienemann, Hendrik, Edenfield, W. Jeff, Facciolo, Francesco, Ferguson, Martin L., Frazer, Scott, Fronick, Catrina C., Fulton, Lucinda A., Fulton, Robert S., Gabriel, Stacey B., Gardner, Johanna, Gastier-Foster, Julie M., Gehlenborg, Nils, Gerken, Mark, Getz, Gad, Heiman, David I., Hobensack, Shital, Holbrook, Andrea, Holt, Robert A., Hoyle, Alan P., Hutter, Carolyn M., Ittmann, Michael, Jefferys, Stuart R., Jones, Corbin D., Jones, Steven J.M., Kasaian, Katayoon, Kim, Jaegil, Kimes, Patrick K., Lai, Phillip H., Laird, Peter W., Lawrence, Michael S., Lin, Pei, Liu, Jia, Lolla, Laxmi, Lu, Yiling, Ma, Yussanne, Maglinte, Dennis T., Mallery, David, Mardis, Elaine R., Marra, Marco A., Martin, Julie, Mayo, Michael, Meier, Sam, Meister, Michael, Meng, Shaowu, Meyerson, Matthew, Mieczkowski, Piotr A., Miller, Christopher A., Mills, Gordon B., Moore, Richard A., Morris, Scott, Mose, Lisle E., Muley, Thomas, Mungall, Andrew J., Mungall, Karen, Naresh, Rashi, Newton, Yulia, Noble, Michael S., Owonikoko, Taofeek, Parker, Joel S., Paulaskis, Joseph, Penny, Robert, Perou, Charles M., Perrin, Corinne, Pihl, Todd, Radenbaugh, Amie, Ramalingam, Suresh, Ramirez, Nilsa, Rieker, Ralf, Roach, Jeffrey, Sadeghi, Sara, Saksena, Gordon, Schein, Jacqueline E., Schmidt, Heather K., Schumacher, Steven E., Shelton, Candace, Shelton, Troy, Shi, Yan, Shih, Juliann, Sica, Gabriel, Silveira, Henrique C.S., Simons, Janae V., Sipahimalani, Payal, Skelly, Tara, Sofia, Heidi J., Soloway, Matthew G., Stuart, Joshua, Sun, Qiang, Tam, Angela, Tan, Donghui, Tarnuzzer, Roy, Thiessen, Nina, Van Den Berg, David J., Vasef, Mohammad A., Veluvolu, Umadevi, Voet, Doug, Walter, Vonn, Wan, Yunhu, Wang, Zhining, Warth, Arne, Weis, Cleo-Aron, Weisenberger, Daniel J., Wilkerson, Matthew D., Wise, Lisa, Wong, Tina, Wu, Hsin-Ta, Wu, Ye, Yang, Liming, Zhang, Jiashan, Zmuda, Erik, Radovich, Milan, Pickering, Curtis R., Felau, Ina, Ha, Gavin, Zhang, Hailei, Jo, Heejoon, Hoadley, Katherine A., Anur, Pavana, Zhang, Jiexin, McLellan, Mike, Bowlby, Reanne, Matthew, Thomas, Danilova, Ludmila, Hegde, Apurva M., Leiserson, Mark D.M., Sethi, Geetika, Lu, Charles, Ryan, Michael, Su, Xiaoping, Cherniack, Andrew D., Robertson, Gordon, Akbani, Rehan, Spellman, Paul, Weinstein, John N., Hayes, D. Neil, Raphael, Ben, Lichtenberg, Tara, Leraas, Kristen, Zenklusen, Jean Claude, Fujimoto, Junya, Scapulatempo-Neto, Cristovam, Moreira, Andre L., Hwang, David, Huang, James, Marino, Mirella, Korst, Robert, Giaccone, Giuseppe, Gokmen-Polar, Yesim, Badve, Sunil, Rajan, Arun, Ströbel, Philipp, Girard, Nicolas, Tsao, Ming S., Marx, Alexander, Tsao, Anne S., Loehrer, Patrick J.

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Autor: Abdel-Rahman, Mohamed H., Akbani, Rehan, Ally, Adrian, Auman, J. Todd, Babur, Ozgun, Balasundaram, Miruna, Balu, Saianand, Benz, Christopher, Beroukhim, Rameen, Birol, Inanc, Bodenheimer, Tom, Bowen, Jay, Bowlby, Reanne, Bristow, Christopher A., Brooks, Denise, Carlsen, Rebecca, Cebulla, Colleen M., Chang, Matthew T., Cherniack, Andrew D., Chin, Lynda, Cho, Juok, Chuah, Eric, Chudamani, Sudha, Cibulskis, Carrie, Cibulskis, Kristian, Cope, Leslie, Coupland, Sarah E., Danilova, Ludmila, Defreitas, Timothy, Demchok, John A., Desjardins, Laurence, Dhalla, Noreen, Esmaeli, Bita, Felau, Ina, Ferguson, Martin L., Frazer, Scott, Gabriel, Stacey B., Gastier-Foster, Julie M., Gehlenborg, Nils, Gerken, Mark, Gershenwald, Jeffrey E., Getz, Gad, Gibb, Ewan A., Griewank, Klaus G., Grimm, Elizabeth A., Hayes, D. Neil, Hegde, Apurva M., Heiman, David I., Helsel, Carmen, Hess, Julian M., Hoadley, Katherine A., Hobensack, Shital, Holt, Robert A., Hoyle, Alan P., Hu, Xin, Hutter, Carolyn M., Jager, Martine J., Jefferys, Stuart R., Jones, Corbin D., Jones, Steven J.M., Kandoth, Cyriac, Kasaian, Katayoon, Kim, Jaegil, Kimes, Patrick K., Kucherlapati, Melanie, Kucherlapati, Raju, Lander, Eric, Lawrence, Michael S., Lazar, Alexander J., Lee, Semin, Leraas, Kristen M., Lichtenberg, Tara M., Lin, Pei, Liu, Jia, Liu, Wenbin, Lolla, Laxmi, Lu, Yiling, Iype, Lisa, Ma, Yussanne, Mahadeshwar, Harshad S., Mariani, Odette, Marra, Marco A., Mayo, Michael, Meier, Sam, Meng, Shaowu, Meyerson, Matthew, Mieczkowski, Piotr A., Mills, Gordon B., Moore, Richard A., Mose, Lisle E., Mungall, Andrew J., Mungall, Karen L., Murray, Bradley A., Naresh, Rashi, Noble, Michael S., Oba, Junna, Pantazi, Angeliki, Parfenov, Michael, Park, Peter J., Parker, Joel S., Penson, Alexander, Perou, Charles M., Pihl, Todd, Pilarski, Robert, Protopopov, Alexei, Radenbaugh, Amie, Rai, Karan, Ramirez, Nilsa C., Ren, Xiaojia, Reynolds, Sheila M., Roach, Jeffrey, Robertson, A. Gordon, Roman-Roman, Sergio, Roszik, Jason, Sadeghi, Sara, Saksena, Gordon, Sastre, Xavier, Schadendorf, Dirk, Schein, Jacqueline E., Schoenfield, Lynn, Schumacher, Steven E., Seidman, Jonathan, Seth, Sahil, Sethi, Geetika, Sheth, Margi, Shi, Yan, Shields, Carol, Shih, Juliann, Shmulevich, Ilya, Simons, Janae V., Singh, Arun D., Sipahimalani, Payal, Skelly, Tara, Sofia, Heidi, Soloway, Matthew G., Song, Xingzhi, Stern, Marc-Henri, Stuart, Joshua, Sun, Qiang, Sun, Huandong, Tam, Angela, Tan, Donghui, Tang, Ming, Tang, Jiabin, Tarnuzzer, Roy, Taylor, Barry S., Thiessen, Nina, Thorsson, Vesteinn, Tse, Kane, Uzunangelov, Vladislav, Veluvolu, Umadevi, Verhaak, Roel G.W., Voet, Doug, Walter, Vonn, Wan, Yunhu, Wang, Zhining, Weinstein, John N., Wilkerson, Matthew D., Williams, Michelle D., Wise, Lisa, Woodman, Scott E., Wong, Tina, Wu, Ye, Yang, Liming, Yang, Lixing, Yau, Christina, Zenklusen, Jean C., Zhang, Jiashan, Zhang, Hailei, Zmuda, Erik

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