📌 Datos obtenidos de MySQL:

Array
(
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        (
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            [1] => 1
            [2] => 1
            [3] => 0
            [4] => 0
            [5] => 1
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            [7] => 0
            [8] => 1
            [9] => 0
            [10] => 0
            [11] => 0
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [1] => Array
        (
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            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 1
            [8] => 0
            [9] => 0
            [10] => 0
            [11] => 0
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [2] => Array
        (
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            [1] => 0
            [2] => 0
            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 1
            [7] => 1
            [8] => 0
            [9] => 1
            [10] => 1
            [11] => 0
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [3] => Array
        (
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            [7] => 0
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            [9] => 0
            [10] => 0
            [11] => 0
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [4] => Array
        (
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            [2] => 0
            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 1
            [8] => 0
            [9] => 1
            [10] => 0
            [11] => 0
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [5] => Array
        (
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            [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
        )

    [6] => Array
        (
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            [1] => 1
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            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 1
            [10] => 0
            [11] => 0
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 1
        )

    [7] => Array
        (
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            [1] => 0
            [2] => 0
            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 1
            [10] => 1
            [11] => 1
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [8] => Array
        (
            [0] => 1
            [1] => 1
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            [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
        )

    [9] => Array
        (
            [0] => 0
            [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
        )

    [10] => 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
        )

    [11] => Array
        (
            [0] => 0
            [1] => 1
            [2] => 1
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            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 1
            [10] => 0
            [11] => 0
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 1
        )

    [12] => 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
        )

    [13] => Array
        (
            [0] => 1
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            [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
        )

    [14] => Array
        (
            [0] => 1
            [1] => 0
            [2] => 0
            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 0
            [10] => 0
            [11] => 1
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [15] => 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] => 0
        )

    [16] => Array
        (
            [0] => 1
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            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 0
            [10] => 0
            [11] => 1
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [17] => Array
        (
            [0] => 1
            [1] => 0
            [2] => 0
            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 0
            [10] => 1
            [11] => 0
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [18] => Array
        (
            [0] => 0
            [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] => 1
        )

    [19] => Array
        (
            [0] => 0
            [1] => 0
            [2] => 0
            [3] => 1
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 0
            [10] => 1
            [11] => 0
            [12] => 0
            [13] => 1
            [14] => 1
            [15] => 0
        )

    [20] => Array
        (
            [0] => 1
            [1] => 0
            [2] => 0
            [3] => 0
            [4] => 1
            [5] => 0
            [6] => 0
            [7] => 1
            [8] => 0
            [9] => 1
            [10] => 1
            [11] => 1
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 1
        )

    [21] => Array
        (
            [0] => 1
            [1] => 0
            [2] => 0
            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 1
            [8] => 0
            [9] => 0
            [10] => 0
            [11] => 1
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [22] => Array
        (
            [0] => 0
            [1] => 0
            [2] => 0
            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 1
            [10] => 1
            [11] => 1
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [23] => Array
        (
            [0] => 0
            [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
        )

    [24] => Array
        (
            [0] => 1
            [1] => 1
            [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
        )

    [25] => Array
        (
            [0] => 0
            [1] => 0
            [2] => 0
            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 0
            [10] => 1
            [11] => 1
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

    [26] => Array
        (
            [0] => 1
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            [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
        )

    [27] => 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
        )

    [28] => Array
        (
            [0] => 1
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            [3] => 0
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 0
            [10] => 0
            [11] => 1
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            [13] => 0
            [14] => 0
            [15] => 0
        )

    [29] => Array
        (
            [0] => 1
            [1] => 1
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            [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
        )

    [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
            [4] => 0
            [5] => 0
            [6] => 0
            [7] => 0
            [8] => 0
            [9] => 0
            [10] => 0
            [11] => 0
            [12] => 0
            [13] => 0
            [14] => 0
            [15] => 0
        )

)

📌 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
        (
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            [Y] => optimizacion_recurso_plataforma
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)

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