📌 Datos obtenidos de MySQL:
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[19] => Array
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[13] => 1
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[20] => Array
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[9] => 1
[10] => 1
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[12] => 0
[13] => 0
[14] => 0
[15] => 1
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[21] => Array
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[0] => 1
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[3] => 0
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[15] => 0
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[22] => Array
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[3] => 0
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[23] => Array
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[24] => Array
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[0] => 1
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[26] => Array
(
[0] => 1
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[27] => Array
(
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[28] => Array
(
[0] => 1
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[29] => Array
(
[0] => 1
[1] => 1
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[3] => 0
[4] => 0
[5] => 0
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[8] => 0
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[10] => 0
[11] => 0
[12] => 0
[13] => 0
[14] => 0
[15] => 0
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[30] => Array
(
[0] => 1
[1] => 0
[2] => 0
[3] => 0
[4] => 0
[5] => 0
[6] => 0
[7] => 0
[8] => 0
[9] => 0
[10] => 0
[11] => 0
[12] => 0
[13] => 0
[14] => 0
[15] => 0
)
[31] => Array
(
[0] => 0
[1] => 0
[2] => 1
[3] => 0
[4] => 0
[5] => 0
[6] => 0
[7] => 0
[8] => 0
[9] => 0
[10] => 0
[11] => 0
[12] => 0
[13] => 0
[14] => 0
[15] => 0
)
[32] => Array
(
[0] => 1
[1] => 0
[2] => 0
[3] => 0
[4] => 0
[5] => 0
[6] => 0
[7] => 1
[8] => 0
[9] => 0
[10] => 1
[11] => 0
[12] => 0
[13] => 0
[14] => 0
[15] => 1
)
[33] => Array
(
[0] => 0
[1] => 0
[2] => 1
[3] => 0
[4] => 0
[5] => 0
[6] => 0
[7] => 0
[8] => 0
[9] => 0
[10] => 0
[11] => 0
[12] => 0
[13] => 0
[14] => 0
[15] => 0
)
[34] => Array
(
[0] => 0
[1] => 0
[2] => 1
[3] => 0
[4] => 0
[5] => 0
[6] => 0
[7] => 0
[8] => 0
[9] => 0
[10] => 0
[11] => 0
[12] => 0
[13] => 0
[14] => 0
[15] => 0
)
[35] => Array
(
[0] => 0
[1] => 0
[2] => 0
[3] => 0
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[10] => 0
[11] => 0
[12] => 0
[13] => 0
[14] => 0
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)
)
📌 Frecuencia de cada problema:
Array
(
[0] => 0.5
[1] => 0.16666666666667
[2] => 0.16666666666667
[3] => 0.027777777777778
[4] => 0.027777777777778
[5] => 0.027777777777778
[6] => 0.027777777777778
[7] => 0.19444444444444
[8] => 0.027777777777778
[9] => 0.19444444444444
[10] => 0.25
[11] => 0.22222222222222
[12] => 0
[13] => 0.027777777777778
[14] => 0.027777777777778
[15] => 0.13888888888889
)
📌 Reglas generadas ANTES del filtrado:
Array
(
[0] => Array
(
[X] => Oportunidad Transformación
[Y] => Sistemas Costosos
[Soporte] => 0.11
[Confianza] => 0.22
)
[1] => Array
(
[X] => Oportunidad Transformación
[Y] => Mala Toma Decisiones
[Soporte] => 0.03
[Confianza] => 0.06
)
[2] => Array
(
[X] => Oportunidad Transformación
[Y] => Mala Selección Infraestructura Tecnológica
[Soporte] => 0
[Confianza] => 0
)
[3] => Array
(
[X] => Oportunidad Transformación
[Y] => Mala Selección Infraestructura Plataforma
[Soporte] => 0.03
[Confianza] => 0.06
)
[4] => Array
(
[X] => Oportunidad Transformación
[Y] => Mala Selección Infraestructura Software
[Soporte] => 0.03
[Confianza] => 0.06
)
[5] => Array
(
[X] => Oportunidad Transformación
[Y] => falta_Estudios Factibilidad
[Soporte] => 0
[Confianza] => 0
)
[6] => Array
(
[X] => Oportunidad Transformación
[Y] => desaprovechamiento_infraestructura_tecnologica
[Soporte] => 0.14
[Confianza] => 0.28
)
[7] => Array
(
[X] => Oportunidad Transformación
[Y] => desaprovechamiento_talento_humano
[Soporte] => 0.03
[Confianza] => 0.06
)
[8] => Array
(
[X] => Oportunidad Transformación
[Y] => optimizacion_recurso_infraestructura
[Soporte] => 0.03
[Confianza] => 0.06
)
[9] => Array
(
[X] => Oportunidad Transformación
[Y] => optimizacion_recurso_plataforma
[Soporte] => 0.11
[Confianza] => 0.22
)
[10] => Array
(
[X] => Oportunidad Transformación
[Y] => optimizacion_recurso_software
[Soporte] => 0.14
[Confianza] => 0.28
)
[11] => Array
(
[X] => Oportunidad Transformación
[Y] => delitos_falsificacion
[Soporte] => 0
[Confianza] => 0
)
[12] => Array
(
[X] => Oportunidad Transformación
[Y] => delitos_suplantacion
[Soporte] => 0
[Confianza] => 0
)
[13] => Array
(
[X] => Oportunidad Transformación
[Y] => suplantacion_identidad
[Soporte] => 0
[Confianza] => 0
)
[14] => Array
(
[X] => Oportunidad Transformación
[Y] => falta_difusion_informacion
[Soporte] => 0.06
[Confianza] => 0.11
)
[15] => Array
(
[X] => Sistemas Costosos
[Y] => Oportunidad Transformación
[Soporte] => 0.11
[Confianza] => 0.67
)
[16] => Array
(
[X] => Sistemas Costosos
[Y] => Mala Toma Decisiones
[Soporte] => 0.06
[Confianza] => 0.33
)
[17] => Array
(
[X] => Sistemas Costosos
[Y] => Mala Selección Infraestructura Tecnológica
[Soporte] => 0
[Confianza] => 0
)
[18] => Array
(
[X] => Sistemas Costosos
[Y] => Mala Selección Infraestructura Plataforma
[Soporte] => 0
[Confianza] => 0
)
[19] => Array
(
[X] => Sistemas Costosos
[Y] => Mala Selección Infraestructura Software
[Soporte] => 0.03
[Confianza] => 0.17
)
[20] => Array
(
[X] => Sistemas Costosos
[Y] => falta_Estudios Factibilidad
[Soporte] => 0
[Confianza] => 0
)
[21] => Array
(
[X] => Sistemas Costosos
[Y] => desaprovechamiento_infraestructura_tecnologica
[Soporte] => 0
[Confianza] => 0
)
[22] => Array
(
[X] => Sistemas Costosos
[Y] => desaprovechamiento_talento_humano
[Soporte] => 0.03
[Confianza] => 0.17
)
[23] => Array
(
[X] => Sistemas Costosos
[Y] => optimizacion_recurso_infraestructura
[Soporte] => 0.06
[Confianza] => 0.33
)
[24] => Array
(
[X] => Sistemas Costosos
[Y] => optimizacion_recurso_plataforma
[Soporte] => 0
[Confianza] => 0
)
[25] => Array
(
[X] => Sistemas Costosos
[Y] => optimizacion_recurso_software
[Soporte] => 0
[Confianza] => 0
)
[26] => Array
(
[X] => Sistemas Costosos
[Y] => delitos_falsificacion
[Soporte] => 0
[Confianza] => 0
)
[27] => Array
(
[X] => Sistemas Costosos
[Y] => delitos_suplantacion
[Soporte] => 0
[Confianza] => 0
)
[28] => Array
(
[X] => Sistemas Costosos
[Y] => suplantacion_identidad
[Soporte] => 0
[Confianza] => 0
)
[29] => Array
(
[X] => Sistemas Costosos
[Y] => falta_difusion_informacion
[Soporte] => 0.06
[Confianza] => 0.33
)
[30] => Array
(
[X] => Mala Toma Decisiones
[Y] => Oportunidad Transformación
[Soporte] => 0.03
[Confianza] => 0.17
)
[31] => Array
(
[X] => Mala Toma Decisiones
[Y] => Sistemas Costosos
[Soporte] => 0.06
[Confianza] => 0.33
)
[32] => Array
(
[X] => Mala Toma Decisiones
[Y] => Mala Selección Infraestructura Tecnológica
[Soporte] => 0
[Confianza] => 0
)
[33] => Array
(
[X] => Mala Toma Decisiones
[Y] => Mala Selección Infraestructura Plataforma
[Soporte] => 0
[Confianza] => 0
)
[34] => Array
(
[X] => Mala Toma Decisiones
[Y] => Mala Selección Infraestructura Software
[Soporte] => 0.03
[Confianza] => 0.17
)
[35] => Array
(
[X] => Mala Toma Decisiones
[Y] => falta_Estudios Factibilidad
[Soporte] => 0
[Confianza] => 0
)
[36] => Array
(
[X] => Mala Toma Decisiones
[Y] => desaprovechamiento_infraestructura_tecnologica
[Soporte] => 0
[Confianza] => 0
)
[37] => Array
(
[X] => Mala Toma Decisiones
[Y] => desaprovechamiento_talento_humano
[Soporte] => 0.03
[Confianza] => 0.17
)
[38] => Array
(
[X] => Mala Toma Decisiones
[Y] => optimizacion_recurso_infraestructura
[Soporte] => 0.03
[Confianza] => 0.17
)
[39] => Array
(
[X] => Mala Toma Decisiones
[Y] => optimizacion_recurso_plataforma
[Soporte] => 0
[Confianza] => 0
)
[40] => Array
(
[X] => Mala Toma Decisiones
[Y] => optimizacion_recurso_software
[Soporte] => 0
[Confianza] => 0
)
[41] => Array
(
[X] => Mala Toma Decisiones
[Y] => delitos_falsificacion
[Soporte] => 0
[Confianza] => 0
)
[42] => Array
(
[X] => Mala Toma Decisiones
[Y] => delitos_suplantacion
[Soporte] => 0
[Confianza] => 0
)
[43] => Array
(
[X] => Mala Toma Decisiones
[Y] => suplantacion_identidad
[Soporte] => 0
[Confianza] => 0
)
[44] => Array
(
[X] => Mala Toma Decisiones
[Y] => falta_difusion_informacion
[Soporte] => 0.03
[Confianza] => 0.17
)
[45] => Array
(
[X] => Mala Selección Infraestructura Tecnológica
[Y] => Oportunidad Transformación
[Soporte] => 0
[Confianza] => 0
)
[46] => Array
(
[X] => Mala Selección Infraestructura Tecnológica
[Y] => Sistemas Costosos
[Soporte] => 0
[Confianza] => 0
)
[47] => Array
(
[X] => Mala Selección Infraestructura Tecnológica
[Y] => Mala Toma Decisiones
[Soporte] => 0
[Confianza] => 0
)
[48] => Array
(
[X] => Mala Selección Infraestructura Tecnológica
[Y] => Mala Selección Infraestructura Plataforma
[Soporte] => 0
[Confianza] => 0
)
[49] => Array
(
[X] => Mala Selección Infraestructura Tecnológica
[Y] => Mala Selección Infraestructura Software
[Soporte] => 0
[Confianza] => 0
)
[50] => Array
(
[X] => Mala Selección Infraestructura Tecnológica
[Y] => falta_Estudios Factibilidad
[Soporte] => 0
[Confianza] => 0
)
[51] => Array
(
[X] => Mala Selección Infraestructura Tecnológica
[Y] => desaprovechamiento_infraestructura_tecnologica
[Soporte] => 0
[Confianza] => 0
)
[52] => Array
(
[X] => Mala Selección Infraestructura Tecnológica
[Y] => desaprovechamiento_talento_humano
[Soporte] => 0
[Confianza] => 0
)
[53] => Array
(
[X] => Mala Selección Infraestructura Tecnológica
[Y] => optimizacion_recurso_infraestructura
[Soporte] => 0
[Confianza] => 0
)
[54] => Array
(
[X] => Mala Selección Infraestructura Tecnológica
[Y] => optimizacion_recurso_plataforma
[Soporte] => 0.03
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)
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