NBA games

NO @ LAC

NBA Intuit Dome ·Final
124126
Final
Q1Q2Q3Q4T
NO28312540124
LAC26412732126

Statlab take

baseline_gbm
Last 8 (LAC) / 8 (NO) games this season
NO away
home LAC
25% 75%

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
Jordan Poole 33 30 2 2
Zion Williamson S 33 29 6 3
Trey Murphy III S 34 17 5 6
Jeremiah Fears S 29 13 4 8
Herbert Jones S 30 11 4 4
Saddiq Bey 22 8 4 1
Derik Queen 13 6 5 0
Yves Missi S 28 6 9 3
Jose Alvarado 16 4 2 1
Karlo Matkovic 3 0 2 0
Player MIN PTS REB AST
Kawhi Leonard S 36 34 5 5
James Harden S 39 24 5 14
Derrick Jones Jr. S 29 16 3 1
John Collins 19 14 3 1
Ivica Zubac S 34 14 11 1
Bradley Beal S 21 9 1 2
Kris Dunn 23 6 0 0
Chris Paul 9 3 1 4
Brook Lopez 14 3 3 0
Nicolas Batum 16 3 5 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Herbert Jones · 3PT (3 pts) · 11:46 Q1
"Herbert Jones makes 25-foot three point jumper (Zion Williamson assists)"
Most likely first scorer (top 10)
1 Zion Williamson NO
13%
2 Kawhi Leonard LAC
12%
3 James Harden LAC
12%
4 Trey Murphy III NO
11%
5 Ivica Zubac LAC
10%
6 Jeremiah Fears NO
9%
7 Derrick Jones Jr. LAC
9%
8 Bradley Beal LAC
9%
9 Herbert Jones NO
8%
10 Bogdan Bogdanovic LAC
7%
Method (given top scorer)
3PT
1%
Dunk
29%
Free Throw
6%
Jumper
30%
Layup
34%

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 Kawhi Leonard LAC 21.1 4.6 3.1
2 Zion Williamson NO 19.8 6.3 5.0
3 James Harden LAC 18.0 4.4 8.7
4 Jordan Poole NO 16.8 2.6 3.2
5 Trey Murphy III NO 14.2 5.9 2.5
6 Jeremiah Fears NO 14.2 3.8 3.1
7 Ivica Zubac LAC 13.5 8.3 3.0
8 John Collins LAC 11.9 5.6 1.5
9 Saddiq Bey NO 10.2 3.7 1.8
10 Herbert Jones NO 9.2 3.6 1.7
11 Derrick Jones Jr. LAC 8.7 2.5 1.2
12 Brook Lopez LAC 8.5 3.5 1.0
13 Derik Queen NO 8.0 5.5 0.9
14 Yves Missi NO 7.9 6.6 1.2
15 Jordan Hawkins NO 7.5 2.1 0.9
16 Bradley Beal LAC 7.5 2.1 1.0
17 Chris Paul LAC 6.4 2.3 4.5
18 Kris Dunn LAC 6.3 2.6 1.6
19 Cam Christie LAC 5.0 1.4 0.9
20 Micah Peavy NO 4.8 2.1 1.0
21 Jose Alvarado NO 4.5 1.9 1.6
22 Nicolas Batum LAC 4.3 2.7 1.0
23 Kobe Brown LAC 3.8 2.8 0.9
24 Karlo Matkovic NO 3.7 2.1 0.7
25 Bogdan Bogdanovic LAC 3.5 1.8 1.3
26 Jahmyl Telfort LAC 3.4 1.5 0.6
27 Bryce McGowens NO 3.1 1.2 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.