Lista de Exercícios para Um Ponto de Nota Extra e Prova 1,5 pontos de Nota Extra (acima do 10)

 

Lista de Exercícios para Um Ponto de Nota Extra e Prova 1,5 pontos de Nota Extra (acima do 10)

Exercício 1 - Nota Extra

Resolva o exemplo dos ratos que transmitem Hantavirus (Machine Learning Supervisionado para Calcificação) colocando os dois últimos dígitos do seu Número USP nas células que tem sinal de interrogação.

Prazo: Ate 13/9/2021

Tabela de Dados:

@RELATION ratos

 

@ATTRIBUTE Masa REAL

@ATTRIBUTE CCauda REAL

@ATTRIBUTE OExter REAL

@ATTRIBUTE PataPos REAL

@ATTRIBUTE PataAnter REAL

@ATTRIBUTE CorpCab REAL

@ATTRIBUTE Class {0,1}

 

@DATA     

 

107.4,91.7,13.11,27,19.4,141,0

107.3,90.79,12.97,24.3,19,141.7,0

107.4,90.79,12.97,26.1,19.2,142.2,0

107.4,90.79,12.96,22.5,20.8,142,0

107.5,90.72,12.97,31.2,15.4,141.8,0

107.85,91.56,13.05,27,20.2,141.4,0

107.75,90.65,12.97,23.7,19.2,141.6,0

107.25,90.72,12.92,21.6,21.4,141.7,0

107.45,90.58,12.97,24.6,22,141.9,0

107.6,91.28,13.03,27.6,20,140.7,0

107.65,91.28,13.03,23.7,23.4,141.8,0

107.55,90.65,12.96,23.1,21,142.2,0

107.6,91.56,12.96,23.7,21.6,141.4,0

107.35,90.79,12.97,23.1,21.8,141.7,0

107.55,90.93,12.97,23.1,21.6,141.8,0

107.25,90.86,12.98,27.9,17,141.6,0

107.3,90.93,13.01,24.6,19.6,141.7,0

107.5,90.93,12.97,27,18,141.9,0

107.6,90.72,12.96,22.2,23,141.5,0

107.35,91.14,12.99,25.8,20,141.9,0

107.5,90.93,12.93,25.2,20,141.4,0

107.8,91.35,13,24.3,20.6,141.6,0

107.65,91.42,13,25.2,21.6,141.5,0

107.85,91.14,13,26.1,20,141.6,0

107.55,90.79,12.99,22.2,21.6,141.1,0

107.65,91.28,13.04,24,22,142.3,0

107.75,91.14,13.01,26.7,19.6,142.4,0

107.55,91.21,13.03,29.4,19,141.9,0

107.55,91,13,22.2,21,141.8,0

107.4,90.79,12.93,24.9,18,142,0

107.6,91.07,12.98,23.7,21.4,141.8,0

107.4,90.79,12.97,25.8,18.2,142.3,0

107.5,91,12.96,23.1,21,140.7,0

107.8,91.28,13.01,25.2,20.6,141,0

107.95,91.28,13,26.7,21.2,141.4,0

107.3,91.14,13.02,28.2,19.4,141.8,0

107.75,91.21,13,25.2,19.4,141.8,0

107.65,90.93,12.94,23.7,20,142,0

107.65,91.21,13.01,25.5,18.6,142.1,0

106.95,91.21,12.9,24.3,19.4,141.3,0

107.2,90.86,12.92,26.7,18.8,142.3,0

107.4,91.07,12.96,26.4,19.8,140.9,0

107.45,90.72,12.94,27.9,18,141.7,0

107.45,91.28,12.97,27,19.6,140.9,0

107.4,90.58,12.91,24.6,20.4,141,0

107.15,90.65,12.94,24.9,20.4,141.8,0

107.4,90.93,12.97,24.9,20.4,141.5,0

107.4,90.93,12.97,21.9,21.8,142,0

107.3,90.79,12.98,23.7,20.6,141.1,0

107.25,90.3,12.96,23.4,19.6,142,0

107.3,90.86,12.94,21.6,20,141.3,0

107.65,91.42,13,28.5,19.4,141.1,0

107.25,91.07,13,23.4,21.8,140.9,0

107.7,91.14,13.02,22.8,21.8,141.6,0

107.25,90.58,12.95,23.7,20,141.4,0

107.6,90.79,12.94,27.6,18.8,142,0

107.85,91,12.94,27.6,20.8,141.2,0

107.5,90.72,12.94,26.4,18,141.1,0

107.55,91.07,12.99,23.7,22,141.3,0

107.55,91,12.98,24.6,20.6,141.4,0

107.55,90.72,12.93,24.9,19.8,141.6,0

107.65,90.79,12.94,22.5,21,141.5,0

107.7,90.86,12.94,24,21.2,141.5,0

107.25,91,12.95,24,21.6,141.4,0

107.5,91,12.98,25.8,21.2,141.5,0

107.6,91.42,13,26.4,21.2,140.8,0

107.3,90.65,12.92,23.1,20.6,141.3,0

107.4,90.79,12.93,27.3,19,141.5,0

107.55,90.72,12.98,25.8,19.6,141.8,0

107.45,91.14,13.02,24,22.4,139.6,0

106.9,90.86,12.95,25.2,22.2,140.9,0

107.6,90.93,12.95,24.6,20.6,141.4,0

107.5,90.72,13.02,26.1,20,141.2,0

107.2,90.93,12.96,22.5,21,141.8,0

107.6,90.93,12.97,21.6,21.2,142.1,0

107.05,90.72,12.93,22.8,21.4,141.7,0

107.45,90.93,13.01,26.4,20,141.2,0

107.3,90.86,12.94,22.2,21.2,141,0

107.6,91.35,12.98,23.7,21.8,140.9,0

107.3,90.93,12.94,23.7,20,141.8,0

107.55,90.79,12.97,25.8,20.6,140.6,0

107.45,90.86,12.96,22.5,20.6,141,0

107.6,90.79,12.91,27,19.4,141.9,0

107.6,91.07,12.99,23.7,21.6,141.3,0

107.7,91.49,13.02,27,22.2,141.2,0

107.55,90.93,12.96,26.7,20.4,141.5,0

107.6,90.93,12.97,26.1,19,141.6,0

107.5,90.72,12.92,25.2,20.4,142.1,0

107.45,91.21,12.99,22.2,22.4,141.5,0

107.5,90.93,12.97,24,21,142,0

107.35,90.79,12.93,25.8,19.2,141.6,0

107.7,91,12.99,25.5,19.4,141.4,0

107.45,90.58,12.95,24.6,19.8,141.5,0

107.25,90.65,12.93,22.2,21.4,141.5,0

107.35,90.72,12.95,24.9,20,142,0

107.8,90.93,12.99,27,19,141.7,0

107.5,91.28,13.03,27.3,20.4,141.1,0

107.2,90.79,12.95,24,20.6,141.2,0

107.55,91,12.98,27.3,20.4,141.5,0

107.35,91,12.94,23.4,20,141.2,0

107.2,91.07,13.03,29.1,23.4,139.8,1

107.45,91.35,13.02,33,23,139.5,1

107.45,91.21,13.01,26.1,23.4,140.2,1

107.5,91.28,13.06,29.7,21.8,140.3,1

107.35,91.14,13.03,35.4,21.8,139.7,1

107.5,91.14,13.02,31.8,21.4,139.9,1

107.65,91.21,13.01,27.9,24.2,140.2,1

107.4,91.07,13.04,29.4,23,139.9,1

107.5,91.14,12.99,30,23.8,139.4,1

107.6,91.42,13.08,31.2,22.4,140.3,1

107.6,91.28,13.03,24,23,139.2,1

107.55,91.35,13.03,31.8,23,140.1,1

107.7,91.49,13.11,29.1,23.6,140.6,1

107.45,91.28,12.99,34.2,22,139.9,1

107.55,91.21,13,31.8,21.6,139.7,1

107.75,91.28,13,24.6,22.4,139.2,1

107.35,91.42,13.01,35.4,21,139.8,1

107.35,91.28,13.01,36.3,20.8,139.9,1

107.4,91.35,13.02,33,22,140,1

107.2,91.14,12.99,30.3,24,139.2,1

107.4,91.21,13.04,30.3,24.2,139.6,1

107.55,91.42,13.03,36.9,20.4,139.6,1

107.65,91.56,13.11,34.8,21.2,140.2,1

107.55,91.49,13.04,31.5,22.4,139.7,1

107.35,91.35,13.05,29.7,20.6,140.1,1

107.45,91,13.03,30.6,22.8,139.6,1

107.5,91.28,13.04,28.2,23.2,140.2,1

107.75,91.49,13.03,30.6,23.6,140,1

107.55,91.14,13.02,30.3,22.6,140.3,1

107.25,91.14,13.06,29.4,24.2,139.9,1

107.15,91.14,13,32.1,21,139.8,1

107.25,91.14,12.98,36.9,22.4,139.2,1

107.45,91.35,13.02,31.8,23,139.9,1

107.3,91.14,13.04,31.5,23.6,139.7,1

107.1,91,13.02,33,22.4,139.5,1

107.4,91.07,13.01,35.7,22.2,139.5,1

107.3,90.86,13.02,32.1,22.2,139.4,1

107.45,91.49,13.03,27.9,22.4,138.3,1

107.3,91.28,13.04,33.9,21.6,139.8,1

107.25,91.35,13.02,35.4,20.4,139.6,1

107.4,91.14,13.03,30,23.8,139.3,1

107.35,91,12.94,30.6,22,139.2,1

107.3,91.14,13.04,33.6,21.4,139.9,1

107.5,91.35,13.04,31.8,22.2,139.9,1

107.25,90.86,12.98,34.2,20,139.3,1

107.45,91.42,13.04,35.7,21,139.8,1

107.5,91.35,13.04,34.2,21.4,139.9,1

107.65,91.42,13.03,27.9,22.6,138.1,1

107.35,91.14,13.01,32.1,22,139.4,1

107.45,90.93,13,29.7,24.6,139.4,1

107.45,91.21,12.99,35.7,21.2,139.8,1

107.3,90.93,12.97,35.7,20.2,139,1

107.3,90.79,12.93,31.2,22,139.3,1

107.25,91.07,13.01,36.3,20.6,139.4,1

107.25,91.21,13,33,23,139.5,1

107.55,91,13.03,34.8,21,139.7,1

107.1,90.79,12.96,30.9,22.8,139.5,1

107.2,91.07,13,33.9,21.4,139.2,1

107.4,91.28,13.06,37.5,20,139.3,1

107.3,91.42,13.01,24.3,24.2,137.9,1

107.8,91.07,12.97,22.2,24.4,138.4,1

107.45,91.35,13.01,29.7,20.4,138.1,1

107.3,91.07,13,34.5,21.2,139.5,1

107.35,91.07,13.02,34.8,21.8,139.1,1

107.15,91.21,13,34.2,21,139.8,1

107.55,91.21,13.06,30.9,24,139.7,1

108.15,91.49,13.04,30,20.2,138.8,1

107.8,91.28,13.01,28.8,22.4,138.6,1

107.4,90.93,12.98,28.8,24,139.6,1

107.45,91,12.99,34.2,21.8,139.7,1

106.95,91.49,13.05,26.1,23,137.8,1

107.1,91.42,13.04,36,20.4,139.6,1

107.4,91.35,13.03,35.4,21,139.4,1

107.4,90.72,13,31.2,23.2,139.2,1

107.4,91.07,13,34.2,21,139.6,1

107.45,91.28,13.02,35.7,21.4,139,1

107.15,91.07,13.01,34.8,21,139.7,1

107.25,91.28,13,29.7,24,139.6,1

107.4,91.35,13.03,30.6,24.2,139.1,1

107.25,91.14,13.04,24.6,23.6,137.8,1

107.5,91.28,13.01,34.2,21.4,139.1,1

107.4,91.42,13.06,24,22.8,138.7,1

107.5,91.35,13.01,33,22.8,139.3,1

107.3,91.35,13.04,30.3,22.8,139.3,1

107.35,91.14,13.01,32.1,22.2,139.5,1

107.35,91.28,13,34.5,21.4,139.4,1

107.25,91.28,13,24,24.4,138.5,1

107.4,91,12.97,34.2,21.2,139.2,1

107.4,90.93,13.02,28.8,23.8,139.4,1

107.3,91.21,13.02,38.1,18.2,139.2,1

107.55,91.14,12.98,30.6,24,139.4,1

107.7,91.35,13.06,26.4,22,138.6,1

107.35,91.21,13.02,32.4,22.2,139.2,1

107.5,91.35,13.03,28.8,22,138.5,1

107.45,91.21,13.05,34.8,21.2,139.8,1

107.5,91.28,13.03,29.7,24.2,139.6,1

107.55,91.21,12.99,30.9,23,139.7,1

107.4,91.21,13.04,31.8,22.2,140,1

107.35,91.49,13.08,33.6,22.4,139.4,1

107.15,90.93,12.99,30.6,23,1??.6,1

Exercício Optativo No 2

Crie um exemplo para aplicar MLS para Classificação em Biologia, similar ao de Biodiversidade Animal. DL: 20/9/2021