NBA games

NO @ IND

NBA Gainbridge Fieldhouse ·Final
119127
Final
Q1Q2Q3Q4T
NO33332726119
IND31422925127

Statlab take

baseline_gbm
Last 10 (IND) / 10 (NO) games this season
NO away
home IND
39% 61%

GBT team-winner trained on ~3 seasons of NBA games (68.8% holdout accuracy). Features: 10-game rolling form / points-for / points-against diff + rest days + back-to-back flags.

Box score

Player MIN PTS REB AST
Zion Williamson S 33 27 6 7
Trey Murphy III S 38 22 4 5
Saddiq Bey S 32 20 4 1
Jeremiah Fears S 31 16 6 5
Derik Queen S 28 14 12 3
Jordan Poole 17 11 2 1
Bryce McGowens 16 4 1 0
Karlo Matkovic 15 3 2 0
Yves Missi 20 2 3 0
Jordan Hawkins 10 0 2 0
Player MIN PTS REB AST
Jay Huff S 29 29 9 1
Pascal Siakam S 34 27 6 5
Andrew Nembhard S 33 19 3 10
Quenton Jackson 11 12 2 1
Aaron Nesmith S 33 12 4 1
T.J. McConnell 16 8 2 9
Johnny Furphy S 29 7 4 2
Jarace Walker 21 6 1 3
Ben Sheppard 15 4 3 2
Tony Bradley 19 3 9 3

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Pascal Siakam · Layup (2 pts) · 11:18 Q1
"Pascal Siakam makes two point shot (Johnny Furphy assists)"
Most likely first scorer (top 10)
1 Zion Williamson NO
14%
2 Pascal Siakam IND
12%
3 Andrew Nembhard IND
12%
4 Saddiq Bey NO
12%
5 Trey Murphy III NO
10%
6 Derik Queen NO
9%
7 Jeremiah Fears NO
8%
8 Johnny Furphy IND
8%
9 Jay Huff IND
7%
10 Aaron Nesmith IND
6%
Method (given top scorer)
3PT
2%
Dunk
16%
Free Throw
31%
Jumper
22%
Layup
30%

Per-player binary classifier — features: starter status, recent PPG/FGA/3PM, starter-rate, home/away. Probabilities normalized so the field sums to 100%.

Statlab projections

Trained on 68258 player-games; PTS MAE 4.7 (naive 6.8)
# Player Team Pred PTS Pred REB Pred AST
1 Pascal Siakam IND 25.6 7.3 4.9
2 Trey Murphy III NO 25.5 6.0 3.9
3 Zion Williamson NO 24.4 6.6 3.9
4 Andrew Nembhard IND 20.5 3.9 9.1
5 Saddiq Bey NO 18.2 5.0 2.5
6 Jordan Poole NO 14.5 2.4 3.3
7 Jeremiah Fears NO 14.3 4.3 3.8
8 Aaron Nesmith IND 13.8 5.5 3.0
9 Derik Queen NO 12.3 9.8 5.2
10 T.J. McConnell IND 10.1 2.3 5.6
11 Jay Huff IND 9.7 3.1 1.6
12 Jarace Walker IND 8.4 2.9 1.9
13 Bryce McGowens NO 7.8 2.4 1.5
14 Micah Potter IND 7.2 3.4 1.5
15 Johnny Furphy IND 7.2 5.6 1.5
16 Ben Sheppard IND 6.8 2.6 1.8
17 Yves Missi NO 6.4 6.6 1.4
18 Karlo Matkovic NO 6.0 3.7 0.7
19 Quenton Jackson IND 5.9 1.5 1.5
20 Micah Peavy NO 5.7 2.1 1.4
21 Jordan Hawkins NO 4.7 2.5 1.0
22 Ethan Thompson IND 4.5 2.1 1.4
23 Tony Bradley IND 3.1 2.3 0.7
24 Kevon Looney NO 3.0 4.7 1.0
25 Kam Jones IND 2.9 1.2 0.8
26 Trey Alexander NO 2.5 1.0 0.5

GBT MultiOutput regressor per player — 9 targets (PTS/REB/AST/STL/BLK/TO/MIN/FG/3PT). Features: rolling form last 10 games + opponent allowed averages + rest days. Sorted by predicted PTS.