NBA games

SA @ DAL

NBA American Airlines Center ·Final
119144
Final
Q1Q2Q3Q4T
SA29372033119
DAL40324527144

Statlab take

baseline_gbm
Last 10 (DAL) / 10 (SA) games this season
SA away
home DAL
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
Jeremy Sochan S 30 23 9 4
Keldon Johnson 23 16 5 2
Zach Collins S 28 14 5 4
Sandro Mamukelashvili 15 14 5 3
Julian Champagnie S 21 12 5 1
Malaki Branham S 24 12 3 4
Devin Vassell S 30 9 0 5
Tre Jones 18 9 1 4
Blake Wesley 12 5 1 3
Cedi Osman 10 3 0 2
Player MIN PTS REB AST
Luka Doncic S 32 39 12 10
Tim Hardaway Jr. S 30 23 6 3
Dante Exum S 32 20 7 4
A.J. Lawson 31 17 7 3
Grant Williams S 25 14 2 3
Dwight Powell 22 14 4 1
Derrick Jones Jr. S 24 11 4 1
Jaden Hardy 22 6 6 1
Dexter Dennis 6 0 2 0
Olivier-Maxence Prosper 12 0 2 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Derrick Jones Jr. · Layup (2 pts) · 11:42 Q1
"Derrick Jones Jr. makes tip shot"
Most likely first scorer (top 10)
1 Victor Wembanyama SA
11%
2 Keldon Johnson SA
10%
3 Tim Hardaway Jr. DAL
10%
4 Devin Vassell SA
9%
5 Dante Exum DAL
8%
6 Derrick Jones Jr. DAL
8%
7 Jeremy Sochan SA
8%
8 Malaki Branham SA
8%
9 Jaden Hardy DAL
8%
10 Grant Williams DAL
7%
Method (given top scorer)
3PT
15%
Dunk
4%
Free Throw
11%
Jumper
39%
Layup
31%

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 Luka Doncic DAL 34.7 8.4 11.1
2 Keldon Johnson SA 20.5 7.0 4.0
3 Victor Wembanyama SA 19.5 11.8 3.8
4 Devin Vassell SA 18.6 3.9 3.3
5 Tim Hardaway Jr. DAL 17.1 3.6 2.0
6 Dante Exum DAL 15.8 4.3 3.9
7 Zach Collins SA 12.5 5.9 2.8
8 Derrick Jones Jr. DAL 12.2 4.1 1.6
9 Jeremy Sochan SA 12.1 6.0 3.8
10 Malaki Branham SA 11.7 3.3 2.9
11 Tre Jones SA 9.3 2.5 4.6
12 Grant Williams DAL 8.8 4.2 2.0
13 Jaden Hardy DAL 8.5 2.4 2.3
14 Cedi Osman SA 8.2 3.0 2.4
15 Seth Curry DAL 6.4 2.4 1.3
16 Doug McDermott SA 5.4 1.4 1.3
17 Dexter Dennis DAL 5.4 2.0 0.9
18 Olivier-Maxence Prosper DAL 5.2 2.6 1.2
19 Richaun Holmes DAL 4.8 4.7 0.9
20 A.J. Lawson DAL 4.7 1.6 0.9
21 Julian Champagnie SA 4.5 1.9 0.7
22 Markieff Morris DAL 4.5 2.4 1.1
23 Dwight Powell DAL 4.3 3.1 1.0
24 Sandro Mamukelashvili SA 3.3 2.0 1.1
25 Devonte' Graham SA 3.3 1.0 1.5
26 Greg Brown III DAL 3.3 2.7 0.7
27 Blake Wesley SA 3.0 1.6 1.6
28 Sidy Cissoko SA 2.5 1.6 0.6

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.