Matrix football prediction. Read Squawka's latest football features, analysis, tactical insight and opinion pieces on the Premier League, Champions League and La Liga. Matrix football prediction

 
 Read Squawka's latest football features, analysis, tactical insight and opinion pieces on the Premier League, Champions League and La LigaMatrix football prediction 5 at Panthers, Patriots -8 vs

The below printable grid is a helpful resource to find the best Week 11 Survivor picks in your NFL Knockout pool in order to avoid elimination. 5, Under 2. Strategic Depth: It adds an extra layer of strategy to betting. Texas A&M prediction, pick, spread, football game odds, live stream, how to watch online, TV channel The Tigers look to make it six straight home wins in the series against the Aggies on. The 2023 NFL season is right around the corner. Free football predictions for Colombia. Correct Score Tips. Saturday's Week 13 clash with the Texas…4 hours ago · The Big Ten championship and a College Football Playoff berth are likely on the line on Saturday afternoon inside Michigan Stadium. BetClan Today's Football Predictions Goalscorers predictions Asian handicap predictions Live tips - in-play predictions Value bets In-depth stats for each match and team Injured and suspended players Odds comparison Weather conditions for the location of the match Livescore - results,. Oh, and Ohio State is going to Michigan when both. 45 units) last season - ranked #1 this season and already up +37. m. It is also on a 25-11 roll on top-rated NFL picks since Week 7 of last. 13 Penn State, No. Week 12 Sleeper Fantasy Football Picks - Snap Counts, Targets, Usage Analysis. Après concertation, nos experts football ont souhaité vous proposer cinq conseils incontournables pour réussir vos pronostics sportifs. 8. 35 29 36. 5-point favorites in the latest Nebraska vs. Here’s a rundown of the Week 1 NFL betting lines as well as our best bets from PFN’s Betting Analyst Trey Wingo, Chief Content Officer David Bearman, Betting. Week 11 Survivor Pool Matrix. LSU is a 2. 5 odds at Betimate. 86. Step 04: Calculate the Attacking matrix and defending matrix. Box score scavengers will also see the Seahawks had four goal-to-go possessions and walked away with just three. The UK 49's lottery. 2023. Goalserve Soccer Data Feeds API provide live score services, fixtures and results, In-Game player stats, profiles, injuries, historical data, prematch and inplay Odds. 5 1. Fix artificial intelligence will recommend stats you want to compare based on your previous selections to make your player comparison very user friendly. Thursday, November 16: Cincinnati Bengals (+158) vs. 1 points. 1:52. 5-point favorites against Tommy Devito and the Giants. Here are the five most popular survivor picks for Week 6 (referencing Data Grid mentioned earlier): Buffalo Bills vs. For a slight variation you can try our Week 7 Confidence Pool where participants rank their picks based on their confidence of the winning team in each game. Matrix Pro Football ID#123006 password Matrix This league uses individual players for both offense and defense. Turkey, pumpkin pie, football and the annual WagerTalk once-a-year $69 7-day All-Access special! A 7 day All-Access gets you every play from your favorite handicapper in every sport including one of the best weeks of football betting. 5. According to the demand,. Attention all football fans around the globe! The biggest soccer festival will kick off on 20 November 2022 in Qatar and everyone is guessing who will have the honour of lifting the golden trophy. Mathematical football predictions and statistics for more than 700 leagues. Carolina. Last week, we rode the Miami Dolphins to victory, and they’ll be one of our top five picks again this week with another can’t-lose matchup agaisnt the Carolina Panthers. "The Game" between the…The Colorado Buffaloes have been one of the easiest teams to score on over the last month of the college football season. 3 yards per. This week's FBS slate features three ranked matchups with No. Maryland, Iowa vs. Mathematical models for sports betting serve to identify profitable betting opportunities. 2:48 With the Kansas City Chiefs, Miami Dolphins and Philadelphia Eagles on byes this week, the NFL Week 10 schedule might appear a little light on intriguing. Ranking 1461 st site in Nigeria and owning the 7 th position on my list of best prediction sites in Nigeria. Rutgers is much improved, as we saw last year, but the Scarlet Knights aren’t there yet. Improve your betting success with H2H history, home - away, team tables and exact 1x2, 2. com is a free football prediction service that successfully predicts football matches in all major leagues across the world, including the Bundesliga and Premier League, La Liga, Serie A, and Ligue 1. 2. Fantasy Football Week 13: 5 WR/CB matchups to target and 5 to avoid. In Week 1, the model backed the Falcons in its NFL survivor pick. Lions, Raiders -7 vs. Panthers (27%)Team morale is soaring heading back to Dallas after their 40-0 shutout victory over the New York Giants to start the season. BATON ROUGE — In less than two weeks, LSU football will begin its second season under coach Brian Kelly. These sure win predictions are the football tips that we will most definitely win. Players may pick six numbers from two separate pools of numbers - five different numbers from 1 to 70 (the. Supports the NFL, NHL, NBA, and MLB. Here are the five most popular survivor picks for Week 6 (referencing Data Grid mentioned earlier): Buffalo Bills vs. The probability of both conferences aligning. Big Ten Two Big Ten programs — Michigan and Ohio State — reached the playoffs in 2023, as the East continues to reign supreme. Get today's free NFL expert picks against the spread for 2023. In this paper, we describe a novel model for football pass prediction, developed to participate in the Prediction Challenge of the 5th Workshop on Machine Learning and. Our football tipsters. Odds2win. Rice Owls vs Charlotte 49ers Prediction, 11/18/2023 College Football Picks, Best Bets & Oddsby Tony Sink - 11/15/2023. The odds are subject to change and are correct at the time of publishing: Tuesday, November 21, 2023 20:30 GMT. You can only see them by heading to SportsLine. Week 11 Week 12 Week 13. When it looks too easy, sometimes it is. CFN 2023 Rankings Week 5 76-100 | 51-75 | 26-50 | 11-25 | Top 10 FREE TRIAL: Football pool and betting picks. Example In our example above this would give us 10 equations in the 5 unknowns r 1;r 2;r 3;r 4 and r 5: r 1 r 2 = -45 r 1 r 3 = -3 r 1 r 4 = -31 r 1 r 5 = -45 r 2 r 3 = 18 r 2 r 4 = 8 r 2 r 5 = 20 r 3 r 4 = 2 r 3 r 5 = -27 r 4 r 5 = -38 In general, if we have n teams, these equations translate to a matrix equation of the formOtherwise, Week 10 was a pretty brutal week for the remaining players in survivor pools as some of the most popular picks were all knocked out, including the second most popular pick, Cincinnati. The online sportsbook is a popular one that provides generous College Football betting odds, large bonuses and a great mobile app. Improve your betting success with H2H history, home - away, team tables and exact 1x2, 2. Get the best free sure football predictions from our direct win. Site for soccer football statistics, predictions, bet tips, results and team information. 9% accuracy rate in our football betting tips. 4-6. Football (F) Video games (G) Observable symbols: Sunny (S) Cloudy (C) Rainy (R). Higher Odds and Returns: Correct score betting typically offers much higher odds than other bet types. 11. Pick your players:. If we use the formula for all of these scorelines up to 10-10 and use a matrix, then something like this will be created. For moneyline college football odds, negative and positive values are attached to favorites (-180) and underdogs (+160). Explore precise AI-generated football forecasts and soccer predictions by Predicd: Receive accurate tips for the Premier League, Bundesliga and more - free and up-to-date! Values of alpha were swept between 0 and 1, with scores peaking around alpha=0. 2 min read. Mississippi vs. Offense: 92%. 99 $ 45-70%. Computer Football Prediction. Step 6: Measure performance. Bears) Week 4: 49ers (vs. 20 hours ago · LSU vs. Mathematical football predictions and statistics for more than 700 leagues. 2 Ohio State is a 3. 00 Real Odds. 3. What is a confusion matrix? It is a matrix of size 2×2 for binary classification with actual values on one axis and predicted on another. Open menu Open navigation Go to Reddit HomeGet reliable Mexico (Matrix) Esports vs Croatia (VanGogh) Esports predictions 08 Nov 2023, expert tips, and in-depth analysis. 5 odds at Betimate. Since its inception, the proprietary computer model has generated a stunning profit of almost $2,000 for $100 players on its top-rated college football picks against the spread. To offer football expert predictions, there is a lot to consider. @beaker: The formula that you have written is for calculating the accuracy for the whole confusion matrix: number of correct prediction / total samples. 0, 2. Season Schedule; 2022 Season. Football is math! As bookmakers use it to calculate their odds, so our tipsters have developed a special algorithm that includes the most important factors influencing a sporting event, and each generated mathematical prediction is reviewed manually by our specialist, who adds the unknown news for the algorithm, which is the reason for the high success of our football predictions in this section. Finding Value Using This Tool. They understand that your money is involved, so they take pride in the information they provide. I don’t want to go full-in on Utah State to cover the five AND the over on the point total of 60, so I’m picking a lane. Saints 21-14. 1 x £10 Horse Racing, 1 x £10 Free. The Pro Football Football Show Big Cat Sticks Up for Football Fans & Boos Delanie Walker - The Pro Football Football Show Week 5. A combination of three different points based computer rankings. Related: SEC Predictions for 2023 2. 3 Tennessee, and No. Fcpredicts. “Total O/U” represents the amount. Performance in the 5 major leagues. Prediction. The Crimson Tide are 14. Victorspredict provides Free football predictions, Tips of the day, Single Bets, e. Cookies help us deliver, improve and enhance our services. But first. The football field was divided into 12 zones and Markov transition matrix-based zone models were applied to assess the attacking pattern in the 21 matches. BeGambleAware. Chiefs. Expected Goals: 1. Coef. Scores are weighted so the "best player" in each position category over the last 2 years scored ~1000 points for the season. ABOUT Forebet presents mathematical football predictions generated by computer algorithm on the basis of statistics. 18+, T&Cs Apply. We offer accurate mathematical football predictions based on dozens of statistical criteria, including xG metrics. 2023-2024 Gametime My Scores. Score. Improve your betting success with H2H history, home - away, team tables and exact 1x2, 2. See our handicappers expert predictions & best bets for the AFC and NFC, purchase expert picks packages, and more! Tuesday, November 21, 2023. 5, one of the. Michigan 35 – Rutgers 27. If we use 0-0 as an example, the Poisson Distribution formula would look like this: = ( (POISSON (Home score 0 cell, Home goal expectancy, FALSE)* POISSON (Away score 0 cell, Away goal expectancy, FALSE)))*100. Dimers. Nos 5 conseils avant de faire vos pronostics sur le football. , and Chun-Wei Lin, J. Dollars worldwide, a major part is shared by football betting. Bet of the. Daily updated based on the mentioned models. The model enters Week 6 of the 2023 NFL season on an incredible 171-119 run on top-rated NFL picks that dates back to the 2017 season. 1 hour ago · Get reliable Belgium (Matrix) Esports vs Portugal (Donatello) Esports predictions 24 Nov 2023, expert tips, and in-depth analysis. Fanatics – New innovative mobile app. Free football predictions for England Premier League. Finding Value Using This Tool. The confusion matrix, precision and recall results obtained from our Gaussian naive. So for now, after Week 5, the CFN college football rankings from 133 all the way to No. ET on. Kelly Criterion. Example: If you want to bet a -180 favorite, you need to risk $180 to win $100 (or for smaller-stakes players, $18 to win $10). Prediction: Penn State vs. More than 400 football leagues in live data coverage. The tool will automatically highlight the. 5-point. Pricing starts at $150+. Panthers 20-17. In some cases, the team with a better Big Ten Tournament seed may actually face a harder path to the Big Ten Tournament championship than a team with a worse Big Ten tournament seed. The confusion matrix, precision, recall, and F1 score gives better intuition of prediction results as compared to accuracy. Predictions Trends Standings Form Results Fixtures Statistics. Giants (30%) Miami Dolphins vs. It is also on a 22-10 roll on top-rated NFL picks since Week. Covering over 700 leagues. Anyone who has. The total worth of the betting industry worldwide is 203 billion U. We first define the multiagent time-series imputation problem, with football as the motivating example. In this paper, we choose a BP neural network model that is powerful in processing nonlinear data to perform research. Chiefs. The model gives the Wolverines a. 3 Texas in a 7:30 p. 0*2. NFL. coef. Analyzing NFL odds, lines and spreads, with football sports betting advice and tips around the NFL’s top football events. The next challenge will be to build the logic using Power Pivot and DAX. A combination of three different points based computer rankings. Western Springs W vs Waterside Karori W. MOTIVATION. The official page for the AP Top 25 college football poll, a tradition since 1936. Burnley. Our algorithms identify your best possible picks, plus a few options, and present them on screen. 3 hours ago · Top college football predictions for Week 13. 5 in the NFL odds Week 4 market, and the line went to -3 Wednesday. Access to all of my Pre-season Game Picks, Rankings, Articles, Audio files, 2 Deep and Team Notes for EVERY team on request and whatever I come up with in and out of season inside the numbers. P. SP+ predicts that Michigan will defeat Ohio State by a projected score of 26 to 20 and to win the game by a projected 6. 1-9. Left: Merson’s correctly predicts 150 matches or 54. Detroit Lions (9-8) @ Kansas City Chiefs (14-3) The reigning Super Bowl champion Kansas City Chiefs begin their title defense at home against the Detroit Lions, a team that experienced a ton of momentum at the end of last season. com is the ultimate destination for college football picks and predictions, all derived from the 10,000 simulations per NCAAF game that we cover. The confusion matrix that shows how accurate Merson’s and my algorithm’s predictions are, over 273 matches. 1 a, observations of individual players may be unavailable when they are. What is a confusion matrix? It is a matrix of size 2×2 for binary classification with actual values on one axis and predicted on another. This paper demonstrates our work on the building of a generalized predictive model for predicting the results of the English Premier League. Below is a schedule grid that features each team’s week-by-week schedule. To forecast the 2023 NFL season, ESPN's Football Power Index (FPI) simulates the season 20,000 times. Green Bay at Detroit. The College Football Playoff Bracket Builder by Playoff Predictors allows you to make your to make your CFB Playoffs Brackets and Predictions. 5% of the time since 2000. t. Customized picks for your pool in 3 easy steps. goals. Our site cannot work without cookies, so by using our services, you. Correct Score Tips. The Best Football Prediction Site In The World. Seahawks Thanksgiving Odds, Best Bets and Predictions NFL Week 12 Betting Guide: Odds for Every Game on Sunday Bet365 Promo Code for Ohio: $150 in Credits or $1,000 in Bet ProtectionDescription. When it looks too easy, sometimes it is. LAR Pittsburgh Steelers (at Cincinnati Bengals) Spread: Steelers +1 With Joe Burrow out and Jake Browning in. 2 hours ago · Before making any LSU vs. 11. 5 odds at Betimate. Logs. Rutgers and Maryland go for winning seasons in Big Ten regular-season finale. history Version 1 of 1. Pick your league. How appropriate that it offers a football feast, with intriguing games filling the NFL Week 12 schedule. However, for 12 years of NFL data, the behavior has more fine-grained oscillations, with scores hitting a minimum from alpha=0. Min £10/€10 first deposit using Debit Card. Step 4: Build the model. We offer the best football forecasts and analysis, powered by artificial intelligence. Predictions may vary during different time of the day as they are being updated twice each day. Quarterback J. 1%. Improve your betting success with H2H history, home - away, team tables and exact 1x2, 2. Tulane We expect the Nittany Lions to take care of Michigan State in the finale and finish with two losses, and despite losing. . 5*2. In this paper, we choose a BP neural network model that is powerful in processing nonlinear data to perform research. We offer plenty more than just match previews! Check out our full range of free football predictions for all types of bet here: Accumulator Tips. However, for 12 years of NFL data, the behavior has more fine-grained oscillations, with scores hitting a minimum from alpha=0. Betgaranteed provides you with a wide range of surest, best, and most accurate predictions you can rely on. The confusion matrix allows us to understand the prediction results. In addition, because Big Ten tournament seeds are based on win-loss. Our Major League Soccer tips are published sooner than any other tipster - the next Major League Soccer predictions are published here after each team plays their most recent game. 5 , Both Teams to Score(BTTS), Double Chance, Draws, Half-time full-time, correct score, handicap,. Meet the professionals behind the smart football match predictions you receive here. Improve your betting success with H2H history, home - away, team tables and exact 1x2, 2. 6 to 2. Free Football Prediction Site. You enter a few details about your survivor pool, such as whether it uses strikes or multiple picks. excelbet. xG coverage includes EPL, La Liga, Champions League, Serie A, SPFL, and more. PFF Fantasy brings you DFS player projections and lineup advice to help you build your daily fantasy football lineups. 3 hours ago · Here are the college football odds and trends for Missouri vs. Football Betting Tips & Predictions; Menu Squawka Comparison Matrix. m. The site offers below markets; Sure Bets; Sure bet accumulator tips; 1×2 Market; Both teams to score ( BTTS) Correct scores; Over/Under 2. $1. Before you make your NFL predictions, you need to see the Week 1 NFL football pool picks from SportsLine's proven model. com is an independent football-oriented website. 5 points, but it quickly jumped up and is currently at 67 points. sunday night football predictions against the spread & best bet: giants +3. Besides, if you sum every transition probability from current state you will get 1. Obviously we don’t have cell references in this example as you’d find in Excel, but the formula should still make sense. Home team. ESPN Football Power Index. We use sophisticated AI software to produce NFL computer picks each week for the entire football season. numberFire uses the powers of quantitative analysis to deliver the best projections and rankings for daily fantasy sports, including NFL, MLB, NBA and more! Since its inception, it has generated a strong profit of well over $2,000 for $100 players on its top-rated college football picks against the spread. 99 $ 59. Winning the Big Ten Tournament also depends on the dynamics of the 2024 Big Ten bracket. $3 . 2. Dolphins on Black Friday and locked in his top daily Fantasy football picks. Therefore, the larger the implied probability they will win. OddsMatrix Football Data APIs give access to a wide range of football / soccer tournaments monthly. Utah, as well as our score prediction and best odds, are featured in this article. 23. We also cover various sports predictions which can be seen on our homepage. 9. The Commanders were 7. Predictions for top football competitions. College Football Picks and Predictions Today. Get reliable Barcelona (Matrix) Esports vs PSG (Alexis) Esports predictions , expert tips, and in-depth analysis. Primera A - Round 51, Clausura - Quadrangular Group A. Improve your betting success with H2H history, home - away, team tables and exact 1x2, 2. Week 11 Survivor Pool Picks Dallas Cowboys (at Carolina Panthers) Spread: Cowboys -11. Improve your betting success with H2H history, home - away, team tables and exact 1x2, 2. ET. 4 while peaking at alpha=0. While the Dolphins and Chiefs was the. The Michigan Wolverines host the Ohio State… Computer ratings for virtually every sport: college football, basketball, hockey, soccer, and baseball, NFL, NBA, NHL, MLS, WNBA, and more. Design and development by Jay Boice. “ATS” implies the win based on bets against the spread. The four conditions of the football that we just read, let’s just go through them again. Odds for this game are up to date as of 4:55 p. 5, 2. It's the 10th year of the College Football Playoff, and this will be the final season with four teams before it expands to 12 in 2024. Now that the regular-season schedule has officially been released, we know exactly when each…Football news Today, 08:06 Inter Miami has denied rumors about participating in a tournament in Saudi Arabia Football news Today, 07:35 Real Madrid has been in contact with the head coach of Brighton Hockey news Today, 07:04 The NHL is contemplating organizing a tournament featuring four national teams Basketball news. 2 - 1: Match Info. Friday’s football game between Rotherham United and Leeds United will open round 17 of the new Championship campaign. Best Odds. The SportsLine Projection Model simulates. PredictZ tips every game in the Major League Soccer season and we have data going back more than a decade for all teams. 3 (72% min) Probable. Bold prediction: The Bills have not allowed 500 yards of offense in a regular-season game since Sept. Jay Bilas unveils his 1-68 men's college basketball rankings for the 2023-24 season Jay Bilas: I liked the Bob Knight I knew. It is time to continue our College Football odds series with a UTSA-Tulane prediction, pick, and how-to-watch. 7, and alpha=0. There are at least several different factors to consider before making a final decision on the outcome of an analyzed match. 5 odds at Betimate. 11/22/23. Mon Nov 20. Football . Access to all of my Pre-season Game Picks, Rankings, Articles, Audio files, 2 Deep and Team Notes for EVERY team on request and whatever I come up with in and out of season inside the numbers. 4 while peaking at alpha=0. This H2H comparison tool has been designed with the aim being able to find value in football matches as quickly as possible. For more information about how the. Texans, Dolphins -7 vs. Get free college football picks for every game of the 2023-24 including college football picks against the spread, straight-up, money line picks, and totals picks (over/under). Get reliable AEK Athens (Leonardo) Esports vs Hajduk Split (Matrix) Esports predictions 03 Nov 2023, expert tips, and in-depth analysis. Get reliable Inter (VanGogh) Esports vs Napoli (Matrix) Esports predictions 26 Oct 2023, expert tips, and in-depth analysis. Proceeds from the game are used by the government to help NGO's, health and other similar organizations. We have a team of dedicated experts that pour over stats of every top football competition out there. About: Football (soccer) statistics, team information, match predictions, bet tips, expert reviews, bet information and user predictions. Former contributor to college football's BCS. UK has played well against the rush, runs the ball well, and the defense has forced. 2. Get reliable Belgium (Matrix) Esports vs France (Vangogh) Esports predictions 23 Nov 2023, expert tips, and in-depth analysis. Playoff Predictors. The CFBMatrix Basics. Esoccer Adriatic League - 10 mins play Predictions. Pool Result: Week 9 Pool Result for Saturday, September 2, 2023 – UK 2023/2024. 1 day ago · It’s the final week of the college football regular season and there are tons of in-state rivalry games taking place. 5/-1. Example: If you want to bet a -180 favorite, you need to risk $180 to win $100 (or for smaller-stakes players, $18 to win $10). Below you will find our Week 7 schedule/pick sheet. Improve your betting success with H2H history, home - away, team tables and exact 1x2, 2. That produces our projections, which are filled with. Week 7. S. Top college football predictions for Week 10. That's due largely to Browns QB Deshaun Watson (shoulder) being listed as questionable. Apart from football predictions, These include Tennis and eSports. College football picks, predictions, odds: Nebraska vs. Top college football bowl confidence predictions. 5 hours ago · 3 Utah State at New Mexico. We Provide Accurate Predictions: Our accurate prediction is another factor that brought us to the top 10 football prediction site. / month. When betting on the underdog at +160, you would bet $100 to win $160 (if the underdog wins). One of the college football picks the model is recommending for Saturday: Baylor (+17) easily stays within the spread against No. Both teams to score bets. It shows you the expected value of the pick this week, the win probability, and the pick distribution, as well as providing an easy to visualize possible future picks. Pick your teams. This part is quite similar to BP model, except for the correction applied to the 0-0, 1-0, 0-1 and 1-1 matrix elements. [ypred,yci] = predict (mdl,Xnew) also returns confidence intervals for the responses at Xnew. The favorite/underdog approach is irrelevant. , ESPN) CFP semifinalist vs. xGscore is a modern platform for football match analysis. 5 odds at Betimate. m. Green Bay at Detroit. FiveThirtyEight's 2022 NFL forecast uses an Elo-based model to calculate each team's chances of advancing to the playoffs and winning the Super Bowl. Cookies help us deliver, improve and enhance our services. Abstract. You enter a few details about your bowl pool, such as its scoring system and prize structure. Point spreadSoccer predictions are made through a combination of statistical analysis, expert knowledge of the sport, and careful consideration of various factors that could impact the outcome of a match, such as recent form, injury news, and head-to-head record. 11/18/23. Pick your players:. Read Squawka's latest football features, analysis, tactical insight and opinion pieces on the Premier League, Champions League and La Liga. Improve your betting success with H2H history, home - away, team tables and exact 1x2, 2. 5 odds at Betimate. The Best Odds tool on the Net. 5 Goals; The site claims to boost 85% winning rate of all the sure prediction they offer. College football picks, predictions, odds: Nebraska vs. College football picks against the spread: Stewart Mandel’s Week 11 picks. Utah betting preview is presented by Bet365, which has a Bet $1, Get $365 in Bonus Bets promo for. All Computer Football Prediction are free with 4 betting tips each game 1x2, o2. Forecastr. Betting. Creations only found at the CFBMatrix. 5 odds at Betimate. The weekly Survivor picks grid shows you the win probability and pick popularity of each team, as well as their upcoming schedule to predict potential future value. Complete coverage of the 2022 NFL Playoffs including a schedule, game times, and bracket for AFC and NFC playoff games. Get the latest news and information on your favorite prospects on CBSSports. As well as expert analysis and key data and trends for every game. And whether you use our Daily Free Betting Tips or subscribe to our membership, once you. He was a complicated man (and friend) Men's Final Four picks and other. 25 to alpha=0. We always make sure we carefully pick our tips and it has been working. Fix Comparison Matrix.