sexta-feira, 16 de agosto de 2024

Exercícios

  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
Dados para Importar:

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

 



1100

2,99

Outlier



sexta-feira, 9 de agosto de 2024

Credenciamento no SAS gratuitamente

 Credenciamento no SAS                         gratuitamente 


 - Vídeo de Credenciamento no SAS gratuitamente:

              https://youtu.be/iT_rggy4hBs



 - Vídeo de Credenciamento no SAS gratuitamente:

              https://youtu.be/iT_rggy4hBs


Aula I de 2024 - 9/8/2024

                                         Primeira Aula de 2024

 

Pauta:

- Muito bem vindos !!! 

- Whatsapp: 019 - 988 - 627 - 438


- horario de consulta domiongos das 16 as 17

  link: https://meet.google.com/xgf-jman-pyv

- Blog da Disciplina LCE0136:

https://biologia-informada-inteligente.blogspot.com/

- Slides:

Arquivo PDF para Dowload




- Vídeo de Patagonia:

https://www.instagram.com/reel/C9Pub1PMRAN/?igsh=M2pjcW03MXltZmx4


- Tipos de IA – Analogias: Fogo Eletricidade – Internet – Celulares - Microprocessadores


- Exemplo e IA Indutiva Supervisionada para Classificação

        - Weka: Identificação de Ratos

 





Primeiros Slides










Credenciamento no SAS gratuitamente

 Credenciamento no SAS                         gratuitamente 


 - Vídeo de Credenciamento no SAS gratuitamente:

              https://youtu.be/iT_rggy4hBs


sábado, 20 de julho de 2024

Dinâmica de IA Indutiva Supervisionada para Classificação - Ratos - Weka

   Dinâmica de IA Indutiva Supervisionada para Classificação - Ratos - Weka


Arquivo  Hantavirus/Ratos para download: 

Arquivo Weka - Clicar Aqui






Resultado das Analises - pdf para Download:

Arquivo de Resultados da IA



Arquivo ARFF dos Ratos

que Transmitem o Ebola Brasileiro - Hatavirus


 














shorturl.at/gnxLT


































Rodar Weka a partir de um

 arquivo ARFF, fazer

 download do blog e rodar



Aquivo Tipo Texto (Gravar em Arquivo de Notas - Notes)


@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


Dinâmica de IA Indutiva Supervisionada para Classificação - Ratos - Weka

 Dinâmica de IA Indutiva Supervisionada para Classificação - Ratos - Weka


Arquivo  Hantavirus/Ratos para download: 

Arquivo Weka - Clicar Aqui



sábado, 13 de julho de 2024

Primeira Aula de 2024

Primeira Aula de 2024

 

Pauta:

- Muito bem vindos !!! 

- Blog da Disciplina LCE0136:

https://biologia-informada-inteligente.blogspot.com/

- Slides:

Arquivo PDF para Dowload



- Tipos de IA

- Exemplo e IA Indutiva Supervisionada para Classificação

        - Weka: Identificação de Ratos

 





Primeiros Slides