NBA games

LAC @ CHI

NBA United Center ·Final
110138
Final
Q1Q2Q3Q4T
LAC30193427110
CHI25453236138

Statlab take

baseline_gbm
Last 10 (CHI) / 10 (LAC) games this season
LAC away
home CHI
30% 70%

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
James Harden S 31 24 5 6
John Collins S 24 23 0 1
Ivica Zubac S 22 12 11 1
Jordan Miller 22 12 2 2
TyTy Washington Jr. 12 11 0 1
Kobe Sanders S 25 8 2 3
Cam Christie 23 7 5 1
Yanic Konan Niederhauser 12 4 4 0
Kris Dunn S 26 4 5 6
Kobe Brown 12 3 5 2
Player MIN PTS REB AST
Coby White S 31 27 2 6
Matas Buzelis S 30 21 2 4
Nikola Vucevic S 32 19 8 4
Ayo Dosunmu 29 18 3 4
Tre Jones 26 15 8 10
Kevin Huerter 29 14 4 7
Jalen Smith S 24 10 9 1
Dalen Terry 14 9 5 3
Jevon Carter 4 3 0 0
Isaac Okoro S 15 2 0 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
James Harden · Layup (2 pts) · 11:32 Q1
"James Harden makes 1-foot two point shot"
Most likely first scorer (top 10)
1 James Harden LAC
14%
2 Matas Buzelis CHI
12%
3 Nikola Vucevic CHI
12%
4 Ivica Zubac LAC
11%
5 John Collins LAC
10%
6 Coby White CHI
9%
7 Isaac Okoro CHI
8%
8 Jalen Smith CHI
8%
9 Kris Dunn LAC
8%
10 Kobe Sanders LAC
7%
Method (given top scorer)
3PT
15%
Dunk
3%
Free Throw
14%
Jumper
56%
Layup
11%

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 James Harden LAC 25.7 4.2 8.3
2 Nikola Vucevic CHI 21.4 10.0 5.3
3 Matas Buzelis CHI 18.4 5.4 3.0
4 Coby White CHI 16.9 3.8 4.1
5 Ayo Dosunmu CHI 16.7 3.2 4.9
6 Tre Jones CHI 13.8 3.1 7.1
7 John Collins LAC 13.6 6.1 1.3
8 Ivica Zubac LAC 11.9 8.7 2.0
9 Jalen Smith CHI 11.2 9.4 1.6
10 Kevin Huerter CHI 11.0 4.1 2.7
11 Jordan Miller LAC 10.3 3.4 2.2
12 Isaac Okoro CHI 9.8 3.5 1.8
13 Kris Dunn LAC 8.9 2.8 3.6
14 Kobe Sanders LAC 8.4 2.9 1.6
15 Nicolas Batum LAC 5.9 2.8 1.0
16 Brook Lopez LAC 5.3 2.9 1.0
17 Jevon Carter CHI 4.5 1.3 0.7
18 Patrick Baldwin Jr. LAC 4.4 2.5 1.7
19 Julian Phillips CHI 3.7 1.6 0.6
20 Yanic Konan Niederhauser LAC 3.7 3.0 0.5
21 Dalen Terry CHI 3.5 1.8 0.8
22 Cam Christie LAC 3.4 1.5 0.6
23 Kobe Brown LAC 1.7 1.0 0.4

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.