NBA games

IND @ CHI

NBA United Center ·Final
120104
Final
Q1Q2Q3Q4T
IND37262235120
CHI31212527104

Statlab take

baseline_gbm
Last 10 (CHI) / 10 (IND) games this season
IND away
home CHI
41% 59%

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
Myles Turner S 26 24 6 0
Tyrese Haliburton S 37 21 3 20
Buddy Hield 33 19 6 2
Jalen Smith S 25 15 7 1
Bennedict Mathurin 26 15 5 1
Aaron Nesmith S 34 12 5 1
Andrew Nembhard S 24 8 3 4
Obi Toppin 25 3 12 0
Isaiah Jackson 11 3 0 1
Player MIN PTS REB AST
Patrick Williams S 38 22 5 3
DeMar DeRozan S 37 21 5 5
Coby White S 33 16 5 2
Ayo Dosunmu 33 15 5 3
Alex Caruso S 32 15 7 2
Andre Drummond S 21 7 16 0
Dalen Terry 18 6 3 1
Terry Taylor 14 2 1 1
Jevon Carter 12 0 0 2
Adama Sanogo 1 0 0 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Patrick Williams · Jumper (2 pts) · 11:39 Q1
"Patrick Williams makes 10-foot step back jumpshot (DeMar DeRozan assists)"
Most likely first scorer (top 10)
1 Coby White CHI
13%
2 Myles Turner IND
12%
3 Patrick Williams CHI
12%
4 DeMar DeRozan CHI
11%
5 Tyrese Haliburton IND
10%
6 Andre Drummond CHI
10%
7 Aaron Nesmith IND
8%
8 Andrew Nembhard IND
8%
9 Alex Caruso CHI
8%
10 Jalen Smith IND
8%
Method (given top scorer)
3PT
22%
Dunk
5%
Free Throw
21%
Jumper
37%
Layup
15%

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 DeMar DeRozan CHI 25.1 4.4 6.8
2 Coby White CHI 24.4 5.6 6.5
3 Tyrese Haliburton IND 22.8 3.8 14.0
4 Myles Turner IND 17.8 6.8 1.5
5 Bennedict Mathurin IND 15.4 3.5 2.3
6 Patrick Williams CHI 14.3 4.3 2.1
7 Aaron Nesmith IND 12.3 3.7 1.7
8 Buddy Hield IND 12.3 3.9 3.1
9 Alex Caruso CHI 10.9 3.7 3.0
10 Ayo Dosunmu CHI 10.7 3.7 2.1
11 Obi Toppin IND 9.9 3.9 1.4
12 Isaiah Jackson IND 8.3 5.2 0.9
13 Andre Drummond CHI 8.3 8.9 0.9
14 Jalen Smith IND 8.1 3.9 0.9
15 Andrew Nembhard IND 7.8 2.0 3.9
16 Torrey Craig CHI 7.0 3.3 0.8
17 T.J. McConnell IND 6.4 2.7 5.0
18 Jevon Carter CHI 5.8 1.5 1.2
19 Jordan Nwora IND 4.6 1.7 0.8
20 Dalen Terry CHI 3.3 1.9 1.1
21 Jarace Walker IND 2.9 1.4 0.9
22 Ben Sheppard IND 2.6 0.7 0.5
23 Terry Taylor CHI 2.5 1.4 0.6
24 Julian Phillips CHI 1.7 1.0 0.5
25 James Johnson IND 1.5 0.8 0.9

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.