<div dir="ltr"><br clear="all"><div><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><p style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:'Arial Narrow',sans-serif;color:#222222;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap">Pedro Alberto Morettin<br></span></p><p style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:'Arial Narrow',sans-serif;color:#222222;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap">PhD in Statistics, UC Berkeley<br></span></p><p dir="ltr" style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:'Arial Narrow',sans-serif;color:#222222;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap">Professor Emeritus<br></span></p><p style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt">Department of Statistics<br></p><p dir="ltr" style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:'Arial Narrow',sans-serif;color:#222222;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap"></span></p><p dir="ltr" style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:'Arial Narrow',sans-serif;color:#222222;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap">Tel: (55-11) 99666-4842</span><span style="font-size:11pt;font-family:'Arial Narrow',sans-serif;color:#222222;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap"><br><br></span></p><p dir="ltr" style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:'Arial Narrow',sans-serif;color:#222222;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap"><span style="border:none;display:inline-block;overflow:hidden;width:207px;height:41px"><img src="https://lh3.googleusercontent.com/Sk2_rq0LLODFXd2aGjw2SDffZo3-uEgnE1iAc0O_rkpIEiB3wc0KLUzvnrJI3I62pmHdtUW2Rh6xRecQr0dDuA8ExeZRddbV2yiff4jxvhqr1De1S3M9ugQjPry2wOervi6rMS8" style="margin-left:0px;margin-top:0px" width="207" height="41"></span></span></p><p dir="ltr" style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9pt;font-family:'Arial Narrow',sans-serif;color:#222222;background-color:#ffffff;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap">Instituto de Matemática e Estatística</span></p><p dir="ltr" style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9pt;font-family:'Arial Narrow',sans-serif;color:#222222;background-color:#ffffff;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap">Universidade de São Paulo</span></p><p dir="ltr" style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9pt;font-family:'Arial Narrow',sans-serif;color:#222222;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap">Rua do Matão, 1010 - CEP 05508-090 - São Paulo, SP</span></p><p dir="ltr" style="line-height:1.38;background-color:#ffffff;margin-top:0pt;margin-bottom:0pt"><a href="http://www.ime.usp.br/" style="text-decoration:none" target="_blank"><span style="font-size:9pt;font-family:'Arial Narrow',sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;white-space:pre;white-space:pre-wrap">www.ime.usp.br</span></a></p></div></div></div><br><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">---------- Forwarded message ---------<br>De: <b class="gmail_sendername" dir="auto">Rogerio Galante Negri</b> <span dir="auto"><<a href="mailto:rogerio.negri@unesp.br">rogerio.negri@unesp.br</a>></span><br>Date: seg., 12 de ago. de 2024 às 09:52<br>Subject: Convite: Seminário (grupo Proj. Temático FAPESP) - sex. 16 ago. 2024 2pm - 3pm (BRT) (<a href="mailto:pam@ime.usp.br">pam@ime.usp.br</a>)<br>To: <<a href="mailto:pam@ime.usp.br">pam@ime.usp.br</a>><br></div><br><br><div class="msg1191055245824116316"><u></u>
<div class="m_1191055245824116316body"><span><span style="display:none"></span><span><span></span><span style="display:none;font-size:1px;color:#fff;line-height:1px;height:0;max-height:0;width:0;max-width:0;opacity:0;overflow:hidden">Seminário (grupo Proj. Temático FAPESP)</span><span aria-hidden="true"></span><div style="display:none;font-size:1px;color:#fff;line-height:1px;height:0;max-height:0;width:0;max-width:0;opacity:0;overflow:hidden">Participar com o Google Meet: Title: Classification and the ROC Curve
Abstract: Classification is one of the main methods in Statistical Learning (SL) (or Machine Learning (ML)). In this talk I will introduce some of these method</div><table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="width:100%" class="m_1191055245824116316body-container"><tbody><tr><td align="left"><div style="height:16px" aria-hidden="true"> </div><table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="width:100%"><tbody><tr><td style="border:solid 1px #dadce0;border-radius:8px;direction:rtl;font-size:0;padding:24px 32px;text-align:left;vertical-align:top" class="m_1191055245824116316main-container-inner"><div class="m_1191055245824116316column-per-37" style="font-size:13px;text-align:left;direction:ltr;display:inline-block;vertical-align:top;width:100%;overflow:hidden;word-wrap:break-word"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%"><tbody><tr><td style="vertical-align:top;padding:0"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%"><tbody><tr><td style="font-size:0;padding:0;text-align:left;word-break:break-word;padding-bottom:28px"><a href="https://meet.google.com/jiy-aqso-xhw?hs=224" class="m_1191055245824116316primary-button-text" style="display:inline-block;font-family:'Google Sans',Roboto,sans-serif;font-size:14px;letter-spacing:0.25px;line-height:20px;text-decoration:none;text-transform:none;word-wrap:break-word;white-space:nowrap;color:#fff;font-weight:700;white-space:normal" target="_blank"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="display:inline-block"><tbody><tr><td align="center" role="presentation" valign="middle" style="background-color:#1a73e8;padding:10px 25px;border:none;border-radius:4px;margin:0" class="m_1191055245824116316primary-button"><span class="m_1191055245824116316primary-button-text" style="font-family:'Google Sans',Roboto,sans-serif;font-size:14px;letter-spacing:0.25px;line-height:20px;text-decoration:none;text-transform:none;word-wrap:break-word;white-space:nowrap;color:#fff;font-weight:700;white-space:normal">Entrar com o Google Meet</span></td></tr></tbody></table></a></td></tr><tr><td style="font-size:0;padding:0;text-align:left;word-break:break-word;padding-bottom:24px"><div style="font-family:Roboto,sans-serif;font-size:14px;line-height:20px;text-align:left"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom:4px"><tbody><tr><td><h2 class="m_1191055245824116316primary-text" style="font-size:14px;color:#3c4043;text-decoration:none;font-weight:700;margin:0;padding:0">Link da reunião</h2></td></tr></tbody></table><div><a style="display:inline-block;color:#70757a;text-decoration:none" class="m_1191055245824116316secondary-text m_1191055245824116316underline-on-hover" href="https://meet.google.com/jiy-aqso-xhw?hs=224" target="_blank">meet.google.com/jiy-aqso-xhw</a></div></div></td></tr><tr><td style="font-size:0;padding:0;text-align:left;word-break:break-word;padding-bottom:24px"><div style="font-family:Roboto,sans-serif;font-size:14px;line-height:20px;text-align:left"><br><a href="https://tel.meet/jiy-aqso-xhw?hs=0" style="display:inline-block;color:#1a73e8;text-decoration:none" class="m_1191055245824116316accent-text m_1191055245824116316underline-on-hover" target="_blank">Mais opções de participação</a><br><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom:4px"><tbody><tr><td><h2 class="m_1191055245824116316primary-text" style="font-size:14px;color:#3c4043;text-decoration:none;font-weight:700;margin:0;padding:0">Participar usando o SIP</h2></td></tr></tbody></table><a style="display:inline-block;color:#1a73e8;text-decoration:none" class="m_1191055245824116316accent-text m_1191055245824116316underline-on-hover">966693551951@vc.unesp.br</a> <br><span class="m_1191055245824116316secondary-text" style="color:#70757a;text-decoration:none">ID: 966693551951</span><br></div></td></tr></tbody></table></td></tr></tbody></table></div><div class="m_1191055245824116316column-per-63" style="font-size:13px;text-align:left;direction:ltr;display:inline-block;vertical-align:top;width:100%;overflow:hidden;word-wrap:break-word"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" class="m_1191055245824116316main-column-table-ltr" style="padding-right:32px;padding-left:0;table-layout:fixed"><tbody><tr><td style="padding:0;vertical-align:top"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="table-layout:fixed"><tbody><tr><td style="font-size:0;padding:0;text-align:left;word-break:break-word;padding-bottom:24px"><div style="font-family:Roboto,sans-serif;font-style:normal;font-weight:400;font-size:14px;line-height:20px;letter-spacing:0.2px;color:#3c4043;text-decoration:none" class="m_1191055245824116316primary-text" role="presentation"><span>Title: Classification and the ROC Curve<p>Abstract: Classification is one of the main methods in Statistical Learning (SL) (or Machine Learning (ML)). In this talk I will introduce some of these methods, as the classical ones (logistic regression, Bayes, KNN, Fisher) and some more contemporary ones (SVM, trees and forests, neural networks), but concentrate on the the ROC curve, which is a tool to find the accuracy of tests used in problems of classification in SL (ML).</p></span></div></td></tr><tr><td style="font-size:0;padding:0;text-align:left;word-break:break-word;padding-bottom:24px"><div style="font-family:Roboto,sans-serif;font-style:normal;font-weight:400;font-size:14px;line-height:20px;letter-spacing:0.2px;color:#3c4043;text-decoration:none" class="m_1191055245824116316primary-text" role="presentation"><span aria-hidden="true"></span><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom:4px"><tbody><tr><td><h2 class="m_1191055245824116316primary-text" style="font-size:14px;color:#3c4043;text-decoration:none;font-weight:700;margin:0;padding:0">Quando</h2></td></tr></tbody></table><span>sexta-feira 16 ago. 2024 ⋅ 2pm – 3pm (Horário Padrão de Brasília - São Paulo)</span></div></td></tr><tr><td style="font-size:0;padding:0;text-align:left;word-break:break-word;padding-bottom:24px"><div style="font-family:Roboto,sans-serif;font-style:normal;font-weight:400;font-size:14px;line-height:20px;letter-spacing:0.2px;color:#3c4043;text-decoration:none" class="m_1191055245824116316primary-text" role="presentation"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom:4px"><tbody><tr><td><h2 class="m_1191055245824116316primary-text" style="font-size:14px;color:#3c4043;text-decoration:none;font-weight:700;margin:0;padding:0">Organizador</h2></td></tr></tbody></table><div style="color:#3c4042"><span class="notranslate"><a class="m_1191055245824116316primary-text m_1191055245824116316underline-on-hover" style="display:inline-block;color:#3c4043;text-decoration:none" href="mailto:rogerio.negri@unesp.br" target="_blank">Rogerio Galante Negri</a></span><span></span></div><div style="color:#707579"><a class="m_1191055245824116316secondary-text m_1191055245824116316underline-on-hover" style="display:inline-block;color:#70757a;text-decoration:none" href="mailto:rogerio.negri@unesp.br" target="_blank">rogerio.negri@unesp.br</a></div></div></td></tr><tr><td style="font-size:0;padding:0;text-align:left;word-break:break-word;padding-bottom:24px"><div style="font-family:Roboto,sans-serif;font-style:normal;font-weight:400;font-size:14px;line-height:20px;letter-spacing:0.2px;color:#3c4043;text-decoration:none" class="m_1191055245824116316primary-text" role="presentation"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom:4px"><tbody><tr><td><h2 class="m_1191055245824116316primary-text" style="font-size:14px;color:#3c4043;text-decoration:none;font-weight:700;margin:0;padding:0">Convidados</h2></td></tr></tbody></table>(A lista de convidados foi ocultada por solicitação do organizador)</div></td></tr><tr><td style="font-size:0;padding:0;text-align:left;word-break:break-word;padding-bottom:0px"><div style="color:#3c4043;text-decoration:none;font-family:Roboto,sans-serif;font-size:14px;line-height:20px;text-align:left" class="m_1191055245824116316primary-text"><div><span style="font-weight:700">Responder</span><span class="m_1191055245824116316secondary-text" style="color:#70757a;text-decoration:none"> para <a class="m_1191055245824116316secondary-text m_1191055245824116316underline-on-hover" style="display:inline-block;color:#70757a;text-decoration:none" href="mailto:pam@ime.usp.br" target="_blank">pam@ime.usp.br</a></span></div></div></td></tr><tr><td style="font-size:0;padding:0;text-align:left;word-break:break-word;padding-bottom:16px"><div style="font-family:Roboto,sans-serif;font-size:14px;line-height:20px;text-align:left"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse:separate"><tbody><tr><td style="padding-top:8px;padding-left:0;padding-right:12px"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border:solid 1px #dadce0;border-radius:16px;border-collapse:separate;font-family:'Google Sans',Roboto,sans-serif;display:inline-block;margin-right:12px;margin-left:0"><tbody><tr><td align="center" role="presentation"><span><span><span style="color:#5f6367"><a href="https://calendar.google.com/calendar/event?action=RESPOND&eid=NWFsYmQwZGg5cGhkbnJuNDh0YW1rNHJidnEgcGFtQGltZS51c3AuYnI&rst=1&tok=MjIjcm9nZXJpby5uZWdyaUB1bmVzcC5icjhhOGE2NWZmZTkzZjk4NWU0OGM1YzhiYzg0MDU0ZTJkOTk0ZmQyZDg&ctz=America%2FSao_Paulo&hl=pt_BR&es=1" style="font-weight:400;font-family:'Google Sans',Roboto,sans-serif;color:#5f6368;font-size:14px;line-height:120%;margin:0;text-decoration:none;text-transform:none" class="m_1191055245824116316grey-button-text" target="_blank"><table border="0" cellpadding="0" cellspacing="0" role="presentation"><tbody><tr><td align="center" role="presentation" valign="middle" style="padding:6px 0;padding-left:16px;padding-right:12px;white-space:nowrap"><span class="m_1191055245824116316grey-button-text" style="font-weight:400;font-family:'Google Sans',Roboto,sans-serif;color:#5f6368;font-size:14px;line-height:120%;margin:0;text-decoration:none;text-transform:none">Sim</span></td></tr></tbody></table></a></span></span></span></td><td align="center" role="presentation" style="border-left:solid 1px #dadce0;border-right:solid 1px #dadce0"><span><span><span style="color:#5f6367"><a href="https://calendar.google.com/calendar/event?action=RESPOND&eid=NWFsYmQwZGg5cGhkbnJuNDh0YW1rNHJidnEgcGFtQGltZS51c3AuYnI&rst=2&tok=MjIjcm9nZXJpby5uZWdyaUB1bmVzcC5icjhhOGE2NWZmZTkzZjk4NWU0OGM1YzhiYzg0MDU0ZTJkOTk0ZmQyZDg&ctz=America%2FSao_Paulo&hl=pt_BR&es=1" style="font-weight:400;font-family:'Google Sans',Roboto,sans-serif;color:#5f6368;font-size:14px;line-height:120%;margin:0;text-decoration:none;text-transform:none" class="m_1191055245824116316grey-button-text" target="_blank"><table border="0" cellpadding="0" cellspacing="0" role="presentation"><tbody><tr><td align="center" role="presentation" valign="middle" style="padding:6px 12px;white-space:nowrap"><span class="m_1191055245824116316grey-button-text" style="font-weight:400;font-family:'Google Sans',Roboto,sans-serif;color:#5f6368;font-size:14px;line-height:120%;margin:0;text-decoration:none;text-transform:none">Não</span></td></tr></tbody></table></a></span></span></span></td><td align="center" role="presentation"><span><span><span style="color:#5f6367"><a href="https://calendar.google.com/calendar/event?action=RESPOND&eid=NWFsYmQwZGg5cGhkbnJuNDh0YW1rNHJidnEgcGFtQGltZS51c3AuYnI&rst=3&tok=MjIjcm9nZXJpby5uZWdyaUB1bmVzcC5icjhhOGE2NWZmZTkzZjk4NWU0OGM1YzhiYzg0MDU0ZTJkOTk0ZmQyZDg&ctz=America%2FSao_Paulo&hl=pt_BR&es=1" style="font-weight:400;font-family:'Google Sans',Roboto,sans-serif;color:#5f6368;font-size:14px;line-height:120%;margin:0;text-decoration:none;text-transform:none" class="m_1191055245824116316grey-button-text" target="_blank"><table border="0" cellpadding="0" cellspacing="0" role="presentation"><tbody><tr><td align="center" role="presentation" valign="middle" style="padding:6px 0;padding-left:12px;padding-right:16px;white-space:nowrap"><span class="m_1191055245824116316grey-button-text" style="font-weight:400;font-family:'Google Sans',Roboto,sans-serif;color:#5f6368;font-size:14px;line-height:120%;margin:0;text-decoration:none;text-transform:none">Talvez</span></td></tr></tbody></table></a></span></span></span></td></tr></tbody></table><a href="https://calendar.google.com/calendar/event?action=VIEW&eid=NWFsYmQwZGg5cGhkbnJuNDh0YW1rNHJidnEgcGFtQGltZS51c3AuYnI&tok=MjIjcm9nZXJpby5uZWdyaUB1bmVzcC5icjhhOGE2NWZmZTkzZjk4NWU0OGM1YzhiYzg0MDU0ZTJkOTk0ZmQyZDg&ctz=America%2FSao_Paulo&hl=pt_BR&es=1" style="display:inline-block;font-weight:400;font-family:'Google Sans',Roboto,sans-serif;color:#5f6368;font-size:14px;line-height:120%;margin:0;text-decoration:none;text-transform:none" class="m_1191055245824116316grey-button-text" target="_blank"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border:solid 1px #dadce0;border-radius:16px;border-collapse:separate;font-family:'Google Sans',Roboto,sans-serif"><tbody><tr><td align="center" role="presentation" style="padding:6px 0;padding-left:16px;padding-right:12px;white-space:nowrap;color:#5f6367"><span class="m_1191055245824116316grey-button-text" style="font-weight:400;font-family:'Google Sans',Roboto,sans-serif;color:#5f6368;font-size:14px;line-height:120%;margin:0;text-decoration:none;text-transform:none">Mais opções</span></td></tr></tbody></table></a></td></tr></tbody></table></div></td></tr></tbody></table></td></tr></tbody></table></div></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="width:100%"><tbody><tr><td style="font-size:0;padding:0;text-align:left;word-break:break-word;padding:4px 12px" align="left"><div class="m_1191055245824116316secondary-text" style="color:#70757a;text-decoration:none;font-family:Roboto,sans-serif;font-size:12px;line-height:16px;text-align:left"><p>Convite do <a href="https://calendar.google.com/calendar/" class="m_1191055245824116316accent-text m_1191055245824116316underline-on-hover" style="font-family:Roboto,sans-serif;font-size:12px;line-height:16px;color:#1a73e8;text-decoration:none" target="_blank">Google Agenda</a></p><p>Você recebeu este e-mail porque se inscreveu nas notificações do Agenda. Para não receber mais mensagens semelhantes, acesse as <a href="https://calendar.google.com/calendar/r/settings" class="m_1191055245824116316accent-text m_1191055245824116316underline-on-hover" style="font-family:Roboto,sans-serif;font-size:12px;line-height:16px;color:#1a73e8;text-decoration:none" target="_blank">configurações do Agenda</a>, selecione esta agenda e mude a opção "Outras notificações".</p><p>Se você encaminhar este convite, a pessoa que recebê-lo poderá modificar sua resposta de RSVP, responder ao organizador, ser adicionada à lista de convidados ou convidar alguém, qualquer que seja o status do convite. <a class="m_1191055245824116316accent-text m_1191055245824116316underline-on-hover" style="font-family:Roboto,sans-serif;font-size:12px;line-height:16px;color:#1a73e8;text-decoration:none" href="https://support.google.com/calendar/answer/37135#forwarding" target="_blank">Saiba mais</a></p></div></td></tr></tbody></table></td></tr></tbody></table></span></span></div></div></div></div>