NBA games

MIA @ WSH

NBA Capital One Arena ·Final
132101
Final
Q1Q2Q3Q4T
MIA37373325132
WSH33192326101

Statlab take

baseline_gbm
Last 10 (WSH) / 10 (MIA) games this season
MIA away
home WSH
64% 36%

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
Kasparas Jakucionis 26 22 3 6
Bam Adebayo S 28 22 8 3
Norman Powell S 25 21 4 0
Kel'el Ware 30 19 14 1
Simone Fontecchio 19 12 5 3
Andrew Wiggins S 23 11 10 2
Myron Gardner S 21 10 7 6
Davion Mitchell S 25 5 2 3
Nikola Jovic 6 4 1 2
Jaime Jaquez Jr. 24 4 4 6
Player MIN PTS REB AST
Tristan Vukcevic 20 14 5 2
Kyshawn George S 19 13 2 3
Bub Carrington S 29 13 2 5
Justin Champagnie S 25 13 7 1
Alex Sarr S 26 12 12 5
Jamir Watkins 33 12 7 2
Will Riley 21 9 1 0
Sharife Cooper 20 8 1 3
Bilal Coulibaly S 34 7 4 1
Keshon Gilbert 13 0 1 1

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Bub Carrington · 3PT (3 pts) · 11:13 Q1
"Bub Carrington makes 27-foot three pointer (Justin Champagnie assists)"
Most likely first scorer (top 10)
1 Alex Sarr WSH
9%
2 Bam Adebayo MIA
9%
3 Kyshawn George WSH
9%
4 Norman Powell MIA
9%
5 Andrew Wiggins MIA
8%
6 Pelle Larsson MIA
7%
7 Tre Johnson WSH
7%
8 Bilal Coulibaly WSH
7%
9 Will Riley WSH
7%
10 Tristan Vukcevic WSH
6%
Method (given top scorer)
3PT
12%
Dunk
9%
Free Throw
21%
Jumper
34%
Layup
24%

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 Bam Adebayo MIA 23.3 10.2 3.3
2 Norman Powell MIA 21.5 3.9 3.3
3 Alex Sarr WSH 19.5 8.2 3.0
4 Kyshawn George WSH 17.7 5.9 5.6
5 Andrew Wiggins MIA 17.4 5.0 3.0
6 Jaime Jaquez Jr. MIA 16.8 6.9 4.9
7 Pelle Larsson MIA 14.9 5.5 4.3
8 Tre Johnson WSH 14.6 2.6 3.0
9 Bub Carrington WSH 14.2 3.1 5.2
10 Will Riley WSH 12.6 3.4 2.6
11 Justin Champagnie WSH 10.8 6.0 1.6
12 Bilal Coulibaly WSH 10.3 4.1 2.5
13 Davion Mitchell MIA 9.8 2.9 6.0
14 Simone Fontecchio MIA 9.2 4.2 1.8
15 Kel'el Ware MIA 8.1 4.8 0.9
16 Tristan Vukcevic WSH 8.0 3.4 1.2
17 Dru Smith MIA 7.7 3.8 3.2
18 Jamir Watkins WSH 7.2 5.1 1.5
19 Nikola Jovic MIA 6.6 3.1 1.3
20 Myron Gardner MIA 6.2 3.9 1.1
21 Sharife Cooper WSH 6.0 2.3 1.6
22 Kasparas Jakucionis MIA 5.3 2.3 2.5
23 Anthony Gill WSH 4.6 3.1 0.9
24 Jahmir Young MIA 3.8 1.1 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.