Exercícios
Enviar os exercícios para o e-mail da disciplina.
E-Mail da Disciplina:
biologia.inteligente.10@gmail.com
Colocar no Assunto do e-mail o Nome Completo e Número do Exercício
Exercícios:
Exercício 1 – Crie um exemplo de regressão linear simples, análogo ao de Concentrações de As a Diferentes Distancias da Rodovia Anchieta. Rode no Excel ou Libreoffice Calc e no SAS com Regressão Robusta. Se não conseguir criar o exemplo acompanhe as aulas de resolução de exercícios, quando Gabriel resolverá os exercícios como se fosse um aluno, você terá somente que substituir os sinais de interrogação pelos últimos dígitos de seu RG. Prazo: 9/10/2023
Distan. | As |
(m) | (mg/kg) |
100 | 0,98??? |
200 | 0,95 |
300 | 0,85 |
400 | 0,86 |
500 | 0,59 |
600 | 0,45 |
700 | 0,32 |
800 | 0,15 |
900 | 0,11 |
1000 | 0,09 |
DBO | ICobV | ICArb | Bcont | Dis_Pl | IBD_A |
1,604 | 89 | 60 | 11 | 9 | 90,??? |
0,385 | 90 | 61 | 10 | 8,9 | 91 |
0,216 | 91 | 62 | 9 | 9,1 | 92 |
0,303 | 90 | 59 | 10 | 8,8 | 89 |
1,961 | 20 | 12 | 81 | 0,2 | 20 |
0,782 | 21 | 14 | 79 | 0,3 | 22 |
0,57 | 22 | 15 | 78 | 0,25 | 23 |
2,187 | 22 | 12 | 77 | 0,2 | 24 |
0,764 | 59 | 35 | 41 | 6 | 60 |
0,273 | 60 | 32 | 40 | 6,5 | 61 |
1,883 | 64 | 33 | 38 | 5,8 | 63 |
0,581 | 62 | 32 | 37 | 5,6 | 62 |
0,18 | 79 | 50 | 21 | 8,2 | 80 |
0,007 | 80 | 49 | 20 | 7,8 | 79 |
2,028 | 80 | 48 | 18 | 8,2 | 81 |
2,431 | 79 | 47 | 21 | 7,7 | 78 |
1,604 | 89 | 60 | 11 | 9 | 90 |
AT 20.5 54.4 3100.???
PR 25.3 2.7 2650
SE 25.6 2.9 2700
SEM 23.1 16.6 2950
RUN;
Exercício 4 - Crie um exemplo para rodar uma Rede Neural no Weka. Se não conseguir criar o exemplo acompanhe as aulas de resolução de exercícios, quando Gabriel resolverá os exercícios como se fosse um aluno, você terá somente que substituir os sinais de interrogação pelos últimos dígitos de seu RG. Prazo 13/11???
@RELATION Hantav
@ATTRIBUTE MasaCorp REAL
@ATTRIBUTE CompCaud REAL
@ATTRIBUTE OuviExt REAL
@ATTRIBUTE PataPost REAL
@ATTRIBUTE PataAnte REAL
@ATTRIBUTE CorpCabe 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
107.15,90.93,12.99,30.6,23,139.6,1
- Utilidade Inteligência Artificial (IA) para o Biólogo
- Utilidade Ciência de Dados (CD) para o Biólogo
- Utilidade Simulação Computacional para o Biólogo (Bootstrapping, Jackknife, Monte Carlo etc.)
- Utilidade Mineração de Texto – IA - CD (Analises Linguísticas) para o Biólogo
- Utilidade Metaverso para o Biólogo
- Elaborar de 5 a 7 slides, individual.
- Parâmetros: 5 a 7 linhas, fonte 28, mínimo, uma palavra da origem a 10 ou 20 na oratória. Colocar símbolos visuais (lado direito do cérebro), também cores, gráficos e diagramas, não tabelas, números (lado esquerdo)
- Gavar um vídeo ou texto em Word, Libre Office Writer similar a apresentação para China.
- PRAZO 6/11/2023
data People;
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