Casey Cooper

A showcase of my personal projects as well as various data science techniques. My resume can be found on the About Me page.

Sports Betting ARM Results

Games Dataset

Confident but Uncommon

The top 15 rules based on the support, confidence, and lift where the right hand side of the rule only contains ‘Over’ or ‘Under’ are shown below. The goal of the project is to use statistics and information that can be obtained prior to the game happening to predict whether the total number of points scored in the game will go over or under the total. So, Association Rule Mining is only useful if the rule contains ‘Over’ or ‘Under’. Since, that will show if there is an association between ‘Over’ or ‘Under’ and other categories. The support threshold is set at 0.001 and the confidence threshold is set at 0.9. This will find rules that almost always correlate with the over or under occurring. However, they will be rare, so, they won’t be useful very often.

‘Under’

All of the following rules will have just ‘Under’ on the right hand side. The numbers in order from left to right are: support, confidence, coverage, lift, and count.

The top 15 rules based on support are below.

  • {div_game,grass,Jeff Triplette,outdoors,Sunday,Total of 40-50} => {Under}
    • 0.00438311688311688, 0.9, 0.00487012987012987, 1.74724235739048, 27
  • {Mike Carey,non_div_game,outdoors,Total Home Offense Rank of 1-5} => {Under}
    • 0.00357142857142857, 0.956521739130435, 0.00373376623376623, 1.85697255374834, 22
  • {Home,Mike Carey,non_div_game,outdoors,Total Home Offense Rank of 1-5} => {Under}
    • 0.00357142857142857, 0.956521739130435, 0.00373376623376623, 1.85697255374834, 22
  • {grass,Mike Carey,non_div_game,Total Home Offense Rank of 1-5} => {Under}
    • 0.00324675324675325, 0.952380952380952, 0.00340909090909091, 1.84893371152432, 20
  • {33-45 degrees,negative_qb_elo,non_div_game,REG,Total Away Offense Rank of 1-5,Total of 40-50} => {Under}
    • 0.00324675324675325, 0.909090909090909, 0.00357142857142857, 1.7648912700914, 20
  • {Mike Carey,outdoors,Total of 35-39,Total Team ELO Rank of 1-5} => {Under}
    • 0.00308441558441558, 0.904761904761905, 0.00340909090909091, 1.7564870259481, 19
  • {Home,Mike Carey,outdoors,Total of 35-39,Total Team ELO Rank of 1-5} => {Under}
    • 0.00308441558441558, 0.904761904761905, 0.00340909090909091, 1.7564870259481, 19
  • {grass,Home,Mike Carey,non_div_game,Total Home Offense Rank of 1-5} => {Under}
    • 0.00308441558441558, 0.95, 0.00324675324675325, 1.84431137724551, 19
  • {Mike Carey,non_div_game,outdoors,Sunday,Total Home Offense Rank of 1-5} => {Under}
    • 0.00308441558441558, 0.95, 0.00324675324675325, 1.84431137724551, 19
  • {grass,non_div_game,Total Away Defense Rank of 6-10,Total Away Offense Rank of 25+,Total QB ELO Rank of 11+} => {Under}
    • 0.00308441558441558, 0.904761904761905, 0.00340909090909091, 1.7564870259481, 19
  • {Home,Mike Carey,non_div_game,outdoors,Sunday,Total Home Offense Rank of 1-5} => {Under}
    • 0.00308441558441558, 0.95 0.00324675324675325, 1.84431137724551, 19
  • {div_game,grass,Light Wind,Sunday,Total Away Offense Rank of 21-25,Total Home Offense Rank of 11-15} => {Under}
    • 0.00308441558441558, 0.904761904761905, 0.00340909090909091, 1.7564870259481, 19
  • {grass,non_div_game,positive_qb_elo,Total Away Defense Rank of 6-10,Total Away Offense Rank of 25+,Total QB ELO Rank of 11+} => {Under}
    • 0.00308441558441558, 0.904761904761905, 0.00340909090909091, 1.7564870259481, 19
  • {grass,non_div_game,REG,Total Away Defense Rank of 6-10,Total Away Offense Rank of 25+,Total QB ELO Rank of 11+} => {Under}
    • 0.00308441558441558, 0.904761904761905, 0.00340909090909091, 1.7564870259481, 19
  • {grass,Home,non_div_game,Total Away Defense Rank of 6-10,Total Away Offense Rank of 25+,Total QB ELO Rank of 11+} => {Under}
    • 0.00308441558441558, 0.904761904761905, 0.00340909090909091, 1.7564870259481, 19

The top 15 rules based on confidence are below.

  • {46-60 degrees,Total of Over 55} => {Under}
    • 0.0012987012987013, 1, 0.0012987012987013, 1.94138039710054, 8
  • {0-10 degrees,grass,Light Wind} => {Under}
    • 0.0012987012987013, 1, 0.0012987012987013, 1.94138039710054, 8
  • {46-60 degrees,grass,Strong Wind} => {Under}
    • 0.0012987012987013, 1, 0.0012987012987013, 1.94138039710054, 8
  • {grass,Strong Wind,Total Team ELO Rank of 6-10} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {non_div_game,Strong Wind,Total Team ELO Rank of 1-5} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {grass,Strong Wind,Total QB ELO Rank of 1-5} => {Under}
    • 0.0012987012987013, 1, 0.0012987012987013, 1.94138039710054, 8
  • {grass,negative_qb_elo,Strong Wind} => {Under}
    • 0.00146103896103896, 1, 0.00146103896103896, 1.94138039710054, 9
  • {Bob McElwee,div_game,Total QB ELO Rank of 1-5} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {46-60 degrees,Ronald Torbert,Total Team ELO Rank of 1-5} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {Land Clark,non_div_game,Total Away Offense Rank of 1-5} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {Adrian Hill,non_div_game,Total Away Defense Rank of 1-5} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {Johnny Grier,Total Away Offense Rank of 16-20,Total of 40-50} => {Under}
    • 0.0012987012987013, 1, 0.0012987012987013, 1.94138039710054, 8
  • {Alberto Riveron,positive_qb_elo,Total Home Defense Rank of 6-10} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {Alberto Riveron,Total Home Defense Rank of 6-10,Total of 40-50} => {Under}
    • 0.00162337662337662, 1, 0.00162337662337662, 1.94138039710054, 10
  • {46-60 degrees,positive_qb_elo,Total of Over 55} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7

The top 15 rules based on lift are below.

  • {46-60 degrees,Total of Over 55} => {Under}
    • 0.0012987012987013, 1, 0.0012987012987013, 1.94138039710054, 8
  • {0-10 degrees,grass,Light Wind} => {Under}
    • 0.0012987012987013, 1, 0.0012987012987013, 1.94138039710054, 8
  • {46-60 degrees,grass,Strong Wind} => {Under}
    • 0.0012987012987013, 1, 0.0012987012987013, 1.94138039710054, 8
  • {grass,Strong Wind,Total Team ELO Rank of 6-10} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {non_div_game,Strong Wind,Total Team ELO Rank of 1-5} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {grass,Strong Wind,Total QB ELO Rank of 1-5} => {Under}
    • 0.0012987012987013, 1, 0.0012987012987013, 1.94138039710054, 8
  • {grass,negative_qb_elo,Strong Wind} => {Under}
    • 0.00146103896103896, 1, 0.00146103896103896, 1.94138039710054, 9
  • {Bob McElwee,div_game,Total QB ELO Rank of 1-5} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {46-60 degrees,Ronald Torbert,Total Team ELO Rank of 1-5} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {Land Clark,non_div_game,Total Away Offense Rank of 1-5} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {Adrian Hill,non_div_game,Total Away Defense Rank of 1-5} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {Johnny Grier,Total Away Offense Rank of 16-20,Total of 40-50} => {Under}
    • 0.0012987012987013, 1, 0.0012987012987013, 1.94138039710054, 8
  • {Alberto Riveron,positive_qb_elo,Total Home Defense Rank of 6-10} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7
  • {Alberto Riveron,Total Home Defense Rank of 6-10,Total of 40-50} => {Under}
    • 0.00162337662337662, 1, 0.00162337662337662, 1.94138039710054, 10
  • {46-60 degrees,positive_qb_elo,Total of Over 55} => {Under}
    • 0.00113636363636364, 1, 0.00113636363636364, 1.94138039710054, 7

Visualization

Graph of top 10 rules for the right hand side equaling ‘Under’ when sorting by support.

Graph of top 10 rules for the right hand side equaling ‘Under’ when sorting by confidence.

‘Over’

All of the following rules will have just ‘Over’ on the right hand side. The numbers in order from left to right are: support, confidence, coverage, lift, and count.

The top 15 rules based on support are below.

  • {fieldturf,non_div_game,Sunday,Total Away Offense Rank of 25+,Total Home Defense Rank of 21-25} => {Over}
    • 0.00324675324675325, 0.909090909090909, 0.00357142857142857, 1.87479075995983, 20
  • {dome,negative_qb_elo,non_div_game,Sunday,Total Home Offense Rank of 11-15,Total of 40-50} => {Over}
    • 0.00324675324675325, 0.909090909090909, 0.00357142857142857, 1.87479075995983, 20
  • {dome,Home,negative_qb_elo,non_div_game,Total Home Offense Rank of 11-15,Total of 40-50} => {Over}
    • 0.00324675324675325, 0.909090909090909, 0.00357142857142857, 1.87479075995983, 20
  • {fieldturf,non_div_game,REG,Sunday,Total Away Offense Rank of 25+,Total Home Defense Rank of 21-25} => {Over}
    • 0.00324675324675325, 0.909090909090909, 0.00357142857142857, 1.87479075995983, 20
  • {fieldturf,Home,non_div_game,Sunday,Total Away Offense Rank of 25+,Total Home Defense Rank of 21-25} => {Over}
    • 0.00324675324675325, 0.909090909090909, 0.00357142857142857, 1.87479075995983, 20
  • {dome,fieldturf,Home,negative_qb_elo,Total Away Offense Rank of 25+,Total of 40-50} => {Over}
    • 0.00324675324675325, 0.909090909090909, 0.00357142857142857, 1.87479075995983, 20
  • {negative_qb_elo,outdoors,Total Away Defense Rank of 11-15,Total Home Defense Rank of 21-25,Total Team ELO Rank of 6-10} => {Over}
    • 0.00292207792207792, 0.9, 0.00324675324675325, 1.85604285236023, 18
  • {negative_qb_elo,outdoors,REG,Total Away Defense Rank of 11-15,Total Home Defense Rank of 21-25,Total Team ELO Rank of 6-10} => {Over}
    • 0.00292207792207792, 0.9, 0.00324675324675325, 1.85604285236023, 18
  • {Home,negative_qb_elo,outdoors,Total Away Defense Rank of 11-15,Total Home Defense Rank of 21-25,Total Team ELO Rank of 6-10} => {Over}
    • 0.00292207792207792, 0.9, 0.00324675324675325, 1.85604285236023, 18
  • {dome,fieldturf,Home,negative_qb_elo,non_div_game,Total Away Offense Rank of 25+} => {Over}
    • 0.00292207792207792, 0.9, 0.00324675324675325, 1.85604285236023, 18
  • {33-45 degrees,non_div_game,Sunday,Walt Coleman} => {Over}
    • 0.00275974025974026, 0.944444444444444, 0.00292207792207792, 1.94769928951382, 17
  • {33-45 degrees,non_div_game,outdoors,Sunday,Walt Coleman} => {Over}
    • 0.00275974025974026, 0.944444444444444, 0.00292207792207792, 1.94769928951382, 17
  • {33-45 degrees,Home,non_div_game,Sunday,Walt Coleman} => {Over}
    • 0.00275974025974026, 0.944444444444444, 0.00292207792207792, 1.94769928951382, 17
  • {33-45 degrees,Home,non_div_game,outdoors,Sunday,Walt Coleman} => {Over}
    • 0.00275974025974026, 0.944444444444444, 0.00292207792207792, 1.94769928951382, 17
  • {Total Away Defense Rank of 11-15,Total Home Defense Rank of 21-25,Total QB ELO Rank of 1-5,Total Team ELO Rank of 6-10} => {Over}
    • 0.0025974025974026, 0.941176470588235, 0.00275974025974026, 1.94095984560547, 16

The top 15 rules based on confidence are below.

  • {Brad Rogers,Total Away Offense Rank of 25+,Total Home Defense Rank of 25+} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {Brad Rogers,Sunday,Total QB ELO Rank of 6-10} => {Over}
    • 0.00146103896103896, 1, 0.00146103896103896, 2.06226983595581, 9
  • {dessograss,div_game,Total of 35-39} => {Over}
    • 0.00146103896103896, 1, 0.00146103896103896, 2.06226983595581, 9
  • {Alberto Riveron,grass,Total Away Defense Rank of 25+} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {No Wind,Total Home Defense Rank of 6-10,Total of Over 55} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {61-72 degrees,Total Home Defense Rank of 6-10,Total of Over 55} => {Over}
    • 0.0012987012987013, 1, 0.0012987012987013, 2.06226983595581, 8
  • {61-72 degrees,Shawn Smith,Total Away Offense Rank of 11-15} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {positive_qb_elo,Shawn Smith,Total Away Defense Rank of 25+} => {Over}
    • 0.0012987012987013, 1, 0.0012987012987013, 2.06226983595581, 8
  • {Alex Kemp,grass,Total Away Offense Rank of 16-20} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {DIV,dome,Saturday} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {Ron Torbert,Total Home Defense Rank of 11-15,Total Team ELO Rank of 11+} => {Over}
    • 0.0012987012987013, 1, 0.0012987012987013, 2.06226983595581, 8
  • {fieldturf,Gerry Austin,Total Team ELO Rank of 11+} => {Over}
    • 0.00146103896103896, 1, 0.00146103896103896, 2.06226983595581, 9
  • {div_game,Gerry Austin,No Wind} => {Over}
    • 0.00146103896103896, 1, 0.00146103896103896, 2.06226983595581, 9
  • {grass,open,Total Away Offense Rank of 16-20} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {John Parry,Total Home Offense Rank of 11-15,Total QB ELO Rank of 1-5} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7

The top 15 rules based on lift are below.

  • {Brad Rogers,Total Away Offense Rank of 25+,Total Home Defense Rank of 25+} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {Brad Rogers,Sunday,Total QB ELO Rank of 6-10} => {Over}
    • 0.00146103896103896, 1, 0.00146103896103896, 2.06226983595581, 9
  • {dessograss,div_game,Total of 35-39} => {Over}
    • 0.00146103896103896, 1, 0.00146103896103896, 2.06226983595581, 9
  • {Alberto Riveron,grass,Total Away Defense Rank of 25+} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {No Wind,Total Home Defense Rank of 6-10,Total of Over 55} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {61-72 degrees,Total Home Defense Rank of 6-10,Total of Over 55} => {Over}
    • 0.0012987012987013, 1, 0.0012987012987013, 2.06226983595581, 8
  • {61-72 degrees,Shawn Smith,Total Away Offense Rank of 11-15} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {positive_qb_elo,Shawn Smith,Total Away Defense Rank of 25+} => {Over}
    • 0.0012987012987013, 1, 0.0012987012987013, 2.06226983595581, 8
  • {Alex Kemp,grass,Total Away Offense Rank of 16-20} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {DIV,dome,Saturday} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {Ron Torbert,Total Home Defense Rank of 11-15,Total Team ELO Rank of 11+} => {Over}
    • 0.0012987012987013, 1, 0.0012987012987013, 2.06226983595581, 8
  • {fieldturf,Gerry Austin,Total Team ELO Rank of 11+} => {Over}
    • 0.00146103896103896, 1, 0.00146103896103896, 2.06226983595581, 9
  • {div_game,Gerry Austin,No Wind} => {Over}
    • 0.00146103896103896, 1, 0.00146103896103896, 2.06226983595581, 9
  • {grass,open,Total Away Offense Rank of 16-20} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7
  • {John Parry,Total Home Offense Rank of 11-15,Total QB ELO Rank of 1-5} => {Over}
    • 0.00113636363636364, 1, 0.00113636363636364, 2.06226983595581, 7

Visualization

Graph of top 10 rules for the right hand side equaling ‘Over’ when sorting by support.

Graph of top 10 rules for right hand side equaling ‘Over’ when sorting by confidence.

Common but Unconfident

Next, the rules that commonly show up, but aren’t as confident of occurring every time will be shown. This will provide rules that are more useful because they can be used more often. However, the drawback is that the rules won’t have as high of a correlation with the over or under occurring. So, they won’t be correct as much as the above rules. The support threshold will be 0.05 and the confidence will be .55. This is just slightly higher than the required 52.4%, but it’s still worth looking because the rules can be used more often.

‘Under’

All of the following rules will have just ‘Under’ on the right hand side. The numbers in order from left to right are: support, confidence, coverage, lift, and count.

Sorted By: Support

  • {div_game, outdoors, REG, Sunday} => {Under} 0.1267857 0.5503876 0.2303571 1.068512 781
  • {div_game, Home, outdoors, REG, Sunday} => {Under} 0.1262987 0.5506016 0.2293831 1.068927 778
  • {div_game, Sunday, Total of 40-50} => {Under} 0.1204545 0.5524944 0.2180195 1.072602 742
  • {div_game, grass} => {Under} 0.1201299 0.5526512 0.2173701 1.072906 740
  • {div_game, Home, Sunday, Total of 40-50} => {Under} 0.1198052 0.5528090 0.2167208 1.073213 738
  • {div_game, REG, Sunday, Total of 40-50} => {Under} 0.1196429 0.5537190 0.2160714 1.074979 737
  • {div_game, grass, Home} => {Under} 0.1194805 0.5533835 0.2159091 1.074328 736
  • {div_game, Home, REG, Sunday, Total of 40-50} => {Under} 0.1189935 0.5540438 0.2147727 1.075610 733
  • {div_game, grass, REG} => {Under} 0.1185065 0.5513595 0.2149351 1.070399 730
  • {div_game, grass, Home, REG} => {Under} 0.1178571 0.5520913 0.2134740 1.071819 726

Sorted By: Confidence

  • {div_game, Home, outdoors, REG, Total of 40-50} => {Under} 0.1048701 0.5661700 0.1852273 1.099151 646
  • {div_game, outdoors, REG, Total of 40-50} => {Under} 0.1053571 0.5653310 0.1863636 1.097523 649
  • {div_game, Home, outdoors, Total of 40-50} => {Under} 0.1063312 0.5651424 0.1881494 1.097156 655
  • {div_game, outdoors, Total of 40-50} => {Under} 0.1068182 0.5643225 0.1892857 1.095565 658
  • {div_game, grass, Home, outdoors} => {Under} 0.1118506 0.5619902 0.1990260 1.091037 689
  • {div_game, grass, outdoors} => {Under} 0.1125000 0.5615883 0.2003247 1.090257 693
  • {div_game, grass, Home, outdoors, REG} => {Under} 0.1102273 0.5606936 0.1965909 1.088520 679
  • {div_game, grass, outdoors, REG} => {Under} 0.1108766 0.5602953 0.1978896 1.087746 683
  • {negative_qb_elo, outdoors, Total of 40-50} => {Under} 0.1167208 0.5543562 0.2105519 1.076216 719
  • {Home, negative_qb_elo, outdoors, Total of 40-50} => {Under} 0.1152597 0.5542545 0.2079545 1.076019 710

‘Over’

All of the following rules will have just ‘Over’ on the right hand side. The numbers in order from left to right are: support, confidence, coverage, lift, and count.

Sorted By: Support

  • {Light Wind,non_div_game,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0527597402597403, 0.550847457627119, 0.0957792207792208, 1.13599609607735, 325
  • {Light Wind,non_div_game,REG,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0527597402597403, 0.550847457627119, 0.0957792207792208, 1.13599609607735, 325
  • {Light Wind,non_div_game,outdoors,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0525974025974026, 0.551959114139693, 0.0952922077922078, 1.13828863177118, 324
  • {Light Wind,non_div_game,outdoors,REG,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0525974025974026, 0.551959114139693, 0.0952922077922078, 1.13828863177118, 324
  • {Home,Light Wind,non_div_game,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0524350649350649, 0.550255536626917, 0.0952922077922078, 1.13477539525337, 323
  • {Home,Light Wind,non_div_game,REG,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0524350649350649, 0.550255536626917, 0.0952922077922078, 1.13477539525337, 323
  • {Home,Light Wind,non_div_game,outdoors,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0522727272727273, 0.551369863013699, 0.0948051948051948, 1.13707343694824, 322
  • {Home,Light Wind,non_div_game,outdoors,REG,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0522727272727273, 0.551369863013699, 0.0948051948051948, 1.13707343694824, 322

Sorted By: Confidence

  • {Light Wind,non_div_game,outdoors,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0525974025974026, 0.551959114139693, 0.0952922077922078, 1.13828863177118, 324
  • {Light Wind,non_div_game,outdoors,REG,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0525974025974026, 0.551959114139693, 0.0952922077922078, 1.13828863177118, 324
  • {Home,Light Wind,non_div_game,outdoors,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0522727272727273, 0.551369863013699, 0.0948051948051948, 1.13707343694824, 322
  • {Home,Light Wind,non_div_game,outdoors,REG,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0522727272727273, 0.551369863013699, 0.0948051948051948, 1.13707343694824, 322
  • {Light Wind,non_div_game,Sunday,Total Team ELO Rank of 11+} => {Over}, 0.0527597402597403
    • 0.550847457627119, 0.0957792207792208, 1.13599609607735, 325
  • {Light Wind,non_div_game,REG,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0527597402597403, 0.550847457627119, 0.0957792207792208, 1.13599609607735, 325
  • {Home,Light Wind,non_div_game,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0524350649350649, 0.550255536626917, 0.0952922077922078, 1.13477539525337, 323
  • {Home,Light Wind,non_div_game,REG,Sunday,Total Team ELO Rank of 11+} => {Over}
    • 0.0524350649350649, 0.550255536626917, 0.0952922077922078, 1.13477539525337, 323