« Reply #92 on: April 11, 2014, 06:32:09 PM »
Carmelo Anthony's HOF probability is .9014
Do you think 'Melo is destined for the Hall, too?
Yes. The probability is based on looking at what actually gets people into the HOF. It is pretty darn accurate historically. Melo has the numbers, he has the fame, and frankly has a lot of the other things that are needed (all star games, all nba, etc.). He has never missed the playoffs in his career. Has a NCAA title. A lot of U.S. Olympic success. Carmelo Anthony will make the basketball HOF and I don't think there is really any question.
The main reason is that he is probably going to amass so many points scored that people will have a hard time leaving him out of the Hall of Fame.
7 categories in the HOF monitor.
height -0.1771
last season indicator 3.1498
NBA points per game 0.3433
NBA rebounds per game 0.4193
NBA assists per game 0.3327
NBA All-Star game selections 0.5626
NBA championships won 0.9151
Hall of Fame probabilities are presented for all players with a minimum of 400 NBA games played. Although it can be risky to make predictions for active players, you can think of these probabilities as answering the question "If this player retired today, what is the probability he would be elected to the Hall of Fame?". The model was built using a pool of 750 players. One method to assess classification accuracy is to compare the estimated Hall of Fame probability for the case to the actual result. Of the 750 players, 89 had been elected to the Hall of Fame and 661 had not. If the player's predicted probability of election was greater than or equal to 0.5, I predicted that he was in the Hall of Fame. Of the 89 players in the Hall of Fame, 74 were correctly classified (83.1%) and 15 were not (16.9%). Of the 661 players not in the Hall of Fame, 651 were correctly classified (98.5%) and 10 were not (1.5%). Overall, 725 of the 750 players (96.7%) were correctly classified by the model.
the example he used on the site is JoJo White
The parameter estimates given in the previous section can be used to obtain the predicted probability of Hall of Fame election for a particular player. I will go through an example using Jo Jo White. Find the values of the seven predictor variables for White, multiply them by the coefficients given in the table above, and find the sum of the products:
height -0.1771 * 75 = -13.2825
last season indicator 3.1498 * 0 = 0
NBA points per game 0.3433 * 17.2031 = 5.9058
NBA rebounds per game 0.4193 * 3.9964 = 1.6757
NBA assists per game 0.3327 * 4.8925 = 1.6277
NBA All-Star game selections 0.5626 * 7 = 3.9382
NBA championships won 0.9151 * 2 = 1.8302
----------------------------------------------------------
1.6951
To find the predicted probability of Hall of Fame election, do the following:
P(HoF election) = 1 / (1 + e**(-(1.6951)))
= 0.845

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2025 Historical Draft - Cleveland Cavaliers - 1st pick
Starters - Luka, JB, Lebron, Wemby, Shaq
Rotation - D. Daniels, Mitchell, G. Wallace, Melo, Noah
Deep Bench - Korver, Turner