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Thread: Quantitative association rules (WEKA)

  1. #1
    zalouf Guest

    Question Quantitative association rules (WEKA)

    Hello everyone,
    I'm a new one (member) and I'd like someone to help me if he knows about Quantitative association rules and quantifiable Continuous Features in Datasets(WEKA). I'm student and I'm working my thesis. I have a dataset like below and i just want to use it in Weka so as to have results like as: When there are many uneducated in Alabama there are also many Robberies, or When there are many Unemployed in ALASKA there are also many Burglaries.
    I tryed to binary dataset or with discretion but the results had no use. Is there any way (what are the steps) or i sould have a nominal dataset?
    Thank you!


    States 2014 Murder and
    nonnegligent
    manslaughter
    Rape Robbery Aggravated
    assault
    Burglary Larceny-
    theft
    Motor
    vehicle
    theft
    Population Unemployed Uneducated
    ALABAMA 347 2.044 4.648 13.787 42.429 108.993 10.571 4.833.722 433.722 33.500
    ALASKA 34 922 624 3.128 2.916 16.599 1.695 735.132 5.132 1.000
    ARIZONA 357 3.050 6.702 17.490 48.533 159.272 17.438 6.626.624 626.624 300.000
    ARKANSAS 159 1.423 2.258 9.781 30.485 70.450 5.678 2.959.373 59.373 9.373
    CALIFORNIA 1.746 9.714 53.640 89.029 232.058 621.557 165.292 38.332.521 2.332.521 2.521
    COLORADO 178 2.934 3.151 9.963 25.081 102.443 12.533 5.268.367 268.367 8.367
    CONNECTICUT 86 955 3.530 4.869 12.892 51.876 6.222 3.596.080 596.080 7.055
    DELAWARE 39 380 1.226 2.904 6.131 20.916 1.332 925.749 25.749 5.875
    DISTRICT OF COLUMBIA 103 395 4.078 3.830 3.316 24.533 3.234 646.449 46.449 6.524
    FLORIDA 972 6.760 23.200 61.054 138.916 433.344 34.912 19.552.860 1.052.860 252.886
    GEORGIA 556 2.582 12.488 20.915 82.258 225.315 26.826 9.992.167 902.167 50.000
    HAWAII 21 385 1.131 1.996 7.533 31.658 3.684 1.404.054 4.054 500
    IDAHO 27 655 220 2.596 6.640 21.879 1.536 1.612.136 12.136 2.136
    ILLINOIS 706 4.263 17.722 26.283 58.237 213.813 20.933 12.882.135 882.135 2.055

  2. #2
    zalouf Guest

    Default Quantitative association rules (Weka)

    Hello everyone,
    I'm a new one (member) and I'd like someone to help me if he knows about Quantitative association rules and quantifiable Continuous Features in Datasets(WEKA). I'm student and I'm working my thesis. I have a dataset like below and i just want to use it in Weka so as to have results like as: When there are many uneducated in Alabama there are also many Robberies, or When there are many Unemployed in ALASKA there are also many Burglaries.
    I tryed to binary dataset or with discretion but the results had no use. Is there any way (what are the steps) or i sould have a nominal dataset?


    States 2014 Murder and
    nonnegligent
    manslaughter
    Rape Robbery Aggravated
    assault
    Burglary Larceny-
    theft
    Motor
    vehicle
    theft
    Population Unemployed Uneducated
    ALABAMA 347 2.044 4.648 13.787 42.429 108.993 10.571 4.833.722 433.722 33.500
    ALASKA 34 922 624 3.128 2.916 16.599 1.695 735.132 5.132 1.000
    ARIZONA 357 3.050 6.702 17.490 48.533 159.272 17.438 6.626.624 626.624 300.000
    ARKANSAS 159 1.423 2.258 9.781 30.485 70.450 5.678 2.959.373 59.373 9.373
    CALIFORNIA 1.746 9.714 53.640 89.029 232.058 621.557 165.292 38.332.521 2.332.521 2.521
    COLORADO 178 2.934 3.151 9.963 25.081 102.443 12.533 5.268.367 268.367 8.367
    CONNECTICUT 86 955 3.530 4.869 12.892 51.876 6.222 3.596.080 596.080 7.055
    DELAWARE 39 380 1.226 2.904 6.131 20.916 1.332 925.749 25.749 5.875
    DISTRICT OF COLUMBIA 103 395 4.078 3.830 3.316 24.533 3.234 646.449 46.449 6.524
    FLORIDA 972 6.760 23.200 61.054 138.916 433.344 34.912 19.552.860 1.052.860 252.886
    GEORGIA 556 2.582 12.488 20.915 82.258 225.315 26.826 9.992.167 902.167 50.000
    HAWAII 21 385 1.131 1.996 7.533 31.658 3.684 1.404.054 4.054 500
    IDAHO 27 655 220 2.596 6.640 21.879 1.536 1.612.136 12.136 2.136
    ILLINOIS 706 4.263 17.722 26.283 58.237 213.813 20.933 12.882.135 882.135 2.055

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