NFL Spread Picks - Week 10 2020

By Andy Troiano · November 12, 2020

This post is going to be a weekly re-occurring post where we will provide AI-generated spread picks. The analysis will be light. These are coming from an experimental model.

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Spread Picks for Week 10 2020

Current Limitations

Below is a list of the current known limitations in our model:

  • The model does not know about significant roster changes that occur before the recent game.
Backtested Performance Week 6 to 21 From 2019

I deep dived into the backtesting here, I highly recommend you read this

YTD Performance

Below you’ll see some performance measures for the model YTD.

  • The week one post was using the V1 model
  • The week two probabilities are using our V2 model
  • V2 was rerun on week 1 predictions, and the results are posted below
<table> <thead> <tr> <th style="text-align:right;"> week </th> <th style="text-align:right;"> games </th> <th style="text-align:right;"> correct </th> <th style="text-align:right;"> pct\_correct </th> <th style="text-align:left;"> model\_id </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 0.50 </td> <td style="text-align:left;"> V1 </td> </tr> <tr> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 0.38 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 0.50 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 16 </td> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 0.56 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 15 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 0.73 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 15 </td> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 0.53 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 0.43 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:right;"> 0.71 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 0.43 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 9 </td> <td style="text-align:right;"> 14 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 0.50 </td> <td style="text-align:left;"> V2 </td> </tr> </tbody> </table>
Weekly and YTD Performance of Model V2 Without the .5 and .6 Buckets

Below you’ll see some performance measures for the current version of the model when excluding the .5 and .6 buckets.

  • In our backtesting, the performance of all buckets except for .5 and .6 was ~60%
  • That is the population with the highest win rate
  • We Are not a betting site. All recommendations are purely our opinion; please do your own research.
<table> <thead> <tr> <th style="text-align:right;"> Week </th> <th style="text-align:right;"> Games </th> <th style="text-align:right;"> Correct </th> <th style="text-align:right;"> PctCorrect </th> <th style="text-align:left;"> ModelID </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 0.30 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 0.57 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 12 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 0.58 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 4 </td> <td style="text-align:right;"> 13 </td> <td style="text-align:right;"> 10 </td> <td style="text-align:right;"> 0.77 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 5 </td> <td style="text-align:right;"> 11 </td> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 0.64 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 6 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 0.50 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 7 </td> <td style="text-align:right;"> 1 </td> <td style="text-align:right;"> 0 </td> <td style="text-align:right;"> 0.00 </td> <td style="text-align:left;"> V2 </td> </tr> <tr> <td style="text-align:right;"> 8 </td> <td style="text-align:right;"> 3 </td> <td style="text-align:right;"> 2 </td> <td style="text-align:right;"> 0.67 </td> <td style="text-align:left;"> V2 </td> </tr> </tbody> </table>

Below is the YTD performance of the V2 Model without the .5 and .6 buckets

<table> <thead> <tr> <th style="text-align:right;"> Games </th> <th style="text-align:right;"> Correct </th> <th style="text-align:right;"> PctCorrect </th> <th style="text-align:left;"> ModelID </th> </tr> </thead> <tbody> <tr> <td style="text-align:right;"> 63 </td> <td style="text-align:right;"> 36 </td> <td style="text-align:right;"> 0.57 </td> <td style="text-align:left;"> V2 </td> </tr> </tbody> </table>

Game Spread Predictions For Week 10 2020

  • HomeTeam - The Home Team for the game
  • AwayTeam - The Away Team for the game
  • Line - The line used for the generation of the probabilities
  • BinScore - The bin of the probability
  • HomeTeamCoverProb- The probability the home team covers the spread
  • AwayTeamCoverProb - The probability the away team covers the spread
  • Time - Game Time
<table> <thead> <tr> <th style="text-align:left;"> HomeTeam </th> <th style="text-align:left;"> AwayTeam </th> <th style="text-align:right;"> Line </th> <th style="text-align:left;"> BinScore </th> <th style="text-align:left;"> Bet </th> <th style="text-align:right;"> HomeTeamCoverProb </th> <th style="text-align:right;"> AwayTeamCoverProb </th> <th style="text-align:left;"> Time </th> </tr> </thead> <tbody> <tr> <td style="text-align:left;"> Tennessee Titans </td> <td style="text-align:left;"> Indianapolis Colts </td> <td style="text-align:right;"> 0.0 </td> <td style="text-align:left;"> .5 </td> <td style="text-align:left;"> Tennessee Titans </td> <td style="text-align:right;"> 0.57 </td> <td style="text-align:right;"> 0.43 </td> <td style="text-align:left;"> 2020-11-12 20:20:00 EST </td> </tr> <tr> <td style="text-align:left;"> Detroit Lions </td> <td style="text-align:left;"> Washington Football Team </td> <td style="text-align:right;"> NA </td> <td style="text-align:left;"> .5 </td> <td style="text-align:left;"> Detroit Lions </td> <td style="text-align:right;"> 0.57 </td> <td style="text-align:right;"> 0.43 </td> <td style="text-align:left;"> 2020-11-15 13:00:00 EST </td> </tr> <tr> <td style="text-align:left;"> Carolina Panthers </td> <td style="text-align:left;"> Tampa Bay Buccaneers </td> <td style="text-align:right;"> 5.0 </td> <td style="text-align:left;"> .5 </td> <td style="text-align:left;"> Tampa Bay Buccaneers </td> <td style="text-align:right;"> 0.46 </td> <td style="text-align:right;"> 0.54 </td> <td style="text-align:left;"> 2020-11-15 13:00:00 EST </td> </tr> <tr> <td style="text-align:left;"> Cleveland Browns </td> <td style="text-align:left;"> Houston Texans </td> <td style="text-align:right;"> -3.0 </td> <td style="text-align:left;"> .5 </td> <td style="text-align:left;"> Houston Texans </td> <td style="text-align:right;"> 0.45 </td> <td style="text-align:right;"> 0.55 </td> <td style="text-align:left;"> 2020-11-15 13:00:00 EST </td> </tr> <tr> <td style="text-align:left;"> Green Bay Packers </td> <td style="text-align:left;"> Jacksonville Jaguars </td> <td style="text-align:right;"> -13.5 </td> <td style="text-align:left;"> .6 </td> <td style="text-align:left;"> Jacksonville Jaguars </td> <td style="text-align:right;"> 0.32 </td> <td style="text-align:right;"> 0.68 </td> <td style="text-align:left;"> 2020-11-15 13:00:00 EST </td> </tr> <tr> <td style="text-align:left;"> New York Giants </td> <td style="text-align:left;"> Philadelphia Eagles </td> <td style="text-align:right;"> 3.5 </td> <td style="text-align:left;"> .7 </td> <td style="text-align:left;"> Philadelphia Eagles </td> <td style="text-align:right;"> 0.26 </td> <td style="text-align:right;"> 0.74 </td> <td style="text-align:left;"> 2020-11-15 13:00:00 EST </td> </tr> <tr> <td style="text-align:left;"> Miami Dolphins </td> <td style="text-align:left;"> Los Angeles Chargers </td> <td style="text-align:right;"> -2.5 </td> <td style="text-align:left;"> .6 </td> <td style="text-align:left;"> Miami Dolphins </td> <td style="text-align:right;"> 0.61 </td> <td style="text-align:right;"> 0.39 </td> <td style="text-align:left;"> 2020-11-15 16:05:00 EST </td> </tr> <tr> <td style="text-align:left;"> Las Vegas Raiders </td> <td style="text-align:left;"> Denver Broncos </td> <td style="text-align:right;"> -5.0 </td> <td style="text-align:left;"> .5 </td> <td style="text-align:left;"> Las Vegas Raiders </td> <td style="text-align:right;"> 0.52 </td> <td style="text-align:right;"> 0.48 </td> <td style="text-align:left;"> 2020-11-15 16:05:00 EST </td> </tr> <tr> <td style="text-align:left;"> Arizona Cardinals </td> <td style="text-align:left;"> Buffalo Bills </td> <td style="text-align:right;"> -1.5 </td> <td style="text-align:left;"> .5 </td> <td style="text-align:left;"> Buffalo Bills </td> <td style="text-align:right;"> 0.47 </td> <td style="text-align:right;"> 0.53 </td> <td style="text-align:left;"> 2020-11-15 16:05:00 EST </td> </tr> <tr> <td style="text-align:left;"> Pittsburgh Steelers </td> <td style="text-align:left;"> Cincinnati Bengals </td> <td style="text-align:right;"> -7.5 </td> <td style="text-align:left;"> .5 </td> <td style="text-align:left;"> Pittsburgh Steelers </td> <td style="text-align:right;"> 0.52 </td> <td style="text-align:right;"> 0.48 </td> <td style="text-align:left;"> 2020-11-15 16:25:00 EST </td> </tr> <tr> <td style="text-align:left;"> New Orleans Saints </td> <td style="text-align:left;"> San Francisco 49ers </td> <td style="text-align:right;"> -9.0 </td> <td style="text-align:left;"> .6 </td> <td style="text-align:left;"> San Francisco 49ers </td> <td style="text-align:right;"> 0.36 </td> <td style="text-align:right;"> 0.64 </td> <td style="text-align:left;"> 2020-11-15 16:25:00 EST </td> </tr> <tr> <td style="text-align:left;"> Los Angeles Rams </td> <td style="text-align:left;"> Seattle Seahawks </td> <td style="text-align:right;"> -1.5 </td> <td style="text-align:left;"> .5 </td> <td style="text-align:left;"> Seattle Seahawks </td> <td style="text-align:right;"> 0.49 </td> <td style="text-align:right;"> 0.51 </td> <td style="text-align:left;"> 2020-11-15 16:25:00 EST </td> </tr> <tr> <td style="text-align:left;"> New England Patriots </td> <td style="text-align:left;"> Baltimore Ravens </td> <td style="text-align:right;"> 7.0 </td> <td style="text-align:left;"> .4 </td> <td style="text-align:left;"> New England Patriots </td> <td style="text-align:right;"> 0.50 </td> <td style="text-align:right;"> 0.50 </td> <td style="text-align:left;"> 2020-11-15 20:20:00 EST </td> </tr> <tr> <td style="text-align:left;"> Chicago Bears </td> <td style="text-align:left;"> Minnesota Vikings </td> <td style="text-align:right;"> 2.5 </td> <td style="text-align:left;"> .5 </td> <td style="text-align:left;"> Chicago Bears </td> <td style="text-align:right;"> 0.51 </td> <td style="text-align:right;"> 0.49 </td> <td style="text-align:left;"> 2020-11-16 20:15:00 EST </td> </tr> </tbody> </table>

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