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Carlos J. Alonso González Departamento de Informática Universidad de Valladolid Weka: Waitako Environment for Knowledge Analysis The experimenter

Weka: Waitako Environment for Knowledge Analysis€¦ · Weka: Waitako Environment for Knowledge Analysis The experimenter. Introducción a Weka: experimenter 2 The experimenter Interfaz

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Page 1: Weka: Waitako Environment for Knowledge Analysis€¦ · Weka: Waitako Environment for Knowledge Analysis The experimenter. Introducción a Weka: experimenter 2 The experimenter Interfaz

Carlos J. Alonso González

Departamento de Informática

Universidad de Valladolid

Weka: Waitako Environmentfor Knowledge Analysis

The experimenter

Page 2: Weka: Waitako Environment for Knowledge Analysis€¦ · Weka: Waitako Environment for Knowledge Analysis The experimenter. Introducción a Weka: experimenter 2 The experimenter Interfaz

Introducción a Weka: experimenter 2

The experimenter

Interfaz para tareas de evaluación de hipótesis, comparación de algoritmos, etc.

Para clasificación y regresión. Tareas: hold out, validación cruzada, curva de

aprendizaje . Iteración sobre valores de parámetros. Test estadísticos.

I. Witten, E. Frank. Data Minig: Practical Machine Learning tools and Techniques, Second Edition. Morgan Kaufmman, Elsevier. San Francisco, CA, 2005. ISBN: 0 12 088407

Page 3: Weka: Waitako Environment for Knowledge Analysis€¦ · Weka: Waitako Environment for Knowledge Analysis The experimenter. Introducción a Weka: experimenter 2 The experimenter Interfaz

Introducción a Weka: experimenter 3

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Introducción a Weka: experimenter 4

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Introducción a Weka: experimenter 5

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Introducción a Weka: experimenter 6

Page 7: Weka: Waitako Environment for Knowledge Analysis€¦ · Weka: Waitako Environment for Knowledge Analysis The experimenter. Introducción a Weka: experimenter 2 The experimenter Interfaz

Introducción a Weka: experimenter 7

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Introducción a Weka: experimenter 8

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Introducción a Weka: experimenter 9

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Introducción a Weka: experimenter 10

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Introducción a Weka: experimenter 11

Page 12: Weka: Waitako Environment for Knowledge Analysis€¦ · Weka: Waitako Environment for Knowledge Analysis The experimenter. Introducción a Weka: experimenter 2 The experimenter Interfaz

Introducción a Weka: experimenter 12

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Introducción a Weka: experimenter 13