NBA games

GS @ IND

NBA Gainbridge Fieldhouse ·Final
109114
Final
Q1Q2Q3Q4T
GS32263021109
IND28252932114

Statlab take

baseline_gbm
Last 9 (IND) / 10 (GS) games this season
GS away
home IND
57% 43%

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
Stephen Curry S 29 24 0 2
Jimmy Butler III S 34 20 6 7
Jonathan Kuminga S 32 17 5 2
Brandin Podziemski S 35 16 4 3
Quinten Post 13 9 3 0
Draymond Green S 30 8 10 1
Gui Santos 11 5 4 1
Al Horford 15 4 6 1
Buddy Hield 15 3 1 4
Moses Moody 16 3 2 3
Player MIN PTS REB AST
Aaron Nesmith S 35 31 6 1
Pascal Siakam S 38 27 5 3
Quenton Jackson S 31 25 6 10
Isaiah Jackson S 21 10 8 1
Jarace Walker S 30 6 9 5
Johnny Furphy 23 5 3 0
Tony Bradley 18 5 6 0
Ben Sheppard 13 3 3 2
RayJ Dennis 17 2 0 2
Jeremiah Robinson-Earl 6 0 1 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Aaron Nesmith · 3PT (3 pts) · 11:16 Q1
"Aaron Nesmith makes 25-foot three point jumper (Quenton Jackson assists)"
Most likely first scorer (top 10)
1 Jimmy Butler III GS
15%
2 Pascal Siakam IND
13%
3 Aaron Nesmith IND
10%
4 Stephen Curry GS
10%
5 Isaiah Jackson IND
9%
6 Quenton Jackson IND
9%
7 Jonathan Kuminga GS
9%
8 Draymond Green GS
8%
9 Jarace Walker IND
8%
10 Quinten Post GS
8%
Method (given top scorer)
3PT
21%
Dunk
7%
Free Throw
9%
Jumper
20%
Layup
44%

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 Stephen Curry GS 24.1 4.3 4.9
2 Pascal Siakam IND 23.2 6.9 4.9
3 Jimmy Butler III GS 21.2 5.2 4.2
4 Jonathan Kuminga GS 15.1 6.3 3.9
5 Jarace Walker IND 14.1 5.4 3.9
6 Brandin Podziemski GS 11.8 4.0 3.3
7 Aaron Nesmith IND 11.4 3.5 1.5
8 RayJ Dennis IND 9.8 2.7 4.0
9 Draymond Green GS 9.4 4.3 5.3
10 Moses Moody GS 9.1 2.9 1.2
11 Ben Sheppard IND 8.9 5.6 2.0
12 Quenton Jackson IND 8.7 2.7 1.9
13 Buddy Hield GS 8.0 2.7 1.4
14 Will Richard GS 7.2 2.5 1.6
15 Taelon Peter IND 6.6 2.8 1.8
16 Quinten Post GS 6.5 3.7 1.1
17 Al Horford GS 6.4 3.5 1.4
18 Jay Huff IND 6.1 3.0 1.0
19 Pat Spencer GS 5.2 1.9 1.6
20 Isaiah Jackson IND 5.0 3.7 0.9
21 Jeremiah Robinson-Earl IND 5.0 2.7 0.9
22 Johnny Furphy IND 5.0 1.8 0.6
23 Trayce Jackson-Davis GS 4.9 4.1 1.0
24 Gary Payton II GS 4.8 2.4 0.6
25 Tony Bradley IND 4.2 3.2 0.6
26 Gui Santos GS 3.9 2.0 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.