NBA games

NO @ ATL

NBA State Farm Arena ·Final
100117
Final
Q1Q2Q3Q4T
NO26271334100
ATL37282428117

Statlab take

baseline_gbm
Last 10 (ATL) / 10 (NO) games this season
NO away
home ATL
38% 62%

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
Zion Williamson S 31 22 8 6
Jordan Poole S 39 21 1 3
Bryce McGowens 37 20 2 3
Micah Peavy 29 11 5 6
Jeremiah Fears S 27 11 4 3
Derik Queen S 19 6 10 2
Yves Missi 24 5 4 2
Kevon Looney 5 2 2 0
Karlo Matkovic S 13 2 4 1
Jordan Hawkins 16 0 0 0
Player MIN PTS REB AST
Zaccharie Risacher S 34 25 8 0
Jalen Johnson S 36 19 8 5
Nickeil Alexander-Walker S 34 17 6 6
Kristaps Porzingis 22 13 3 2
Luke Kennard 22 13 0 1
Dyson Daniels S 35 13 8 8
Mouhamed Gueye S 31 10 11 6
Vit Krejci 19 5 4 1
Asa Newell 7 2 1 1

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Mouhamed Gueye · Dunk (2 pts) · 11:41 Q1
"Mouhamed Gueye makes 1-foot alley oop dunk (Jalen Johnson assists)"
Most likely first scorer (top 10)
1 Derik Queen NO
15%
2 Onyeka Okongwu ATL
14%
3 Jalen Johnson ATL
13%
4 Dyson Daniels ATL
13%
5 Jeremiah Fears NO
12%
6 Zion Williamson NO
12%
7 Nickeil Alexander-Walker ATL
12%
8 Zaccharie Risacher ATL
9%
9 Jordan Poole NO
0%
10 Kristaps Porzingis ATL
0%
Method (given top scorer)
3PT
11%
Dunk
10%
Free Throw
6%
Jumper
33%
Layup
40%

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 Jalen Johnson ATL 27.8 10.7 9.6
2 Zion Williamson NO 25.1 7.7 3.3
3 Nickeil Alexander-Walker ATL 21.2 3.5 4.0
4 Onyeka Okongwu ATL 19.4 8.7 4.5
5 Kristaps Porzingis ATL 17.9 5.1 2.6
6 Derik Queen NO 16.6 10.1 5.0
7 Jordan Poole NO 15.1 3.0 4.0
8 Dyson Daniels ATL 13.9 7.1 6.6
9 Jeremiah Fears NO 13.4 4.5 3.2
10 Vit Krejci ATL 10.8 2.6 1.8
11 Zaccharie Risacher ATL 10.7 4.3 1.8
12 Bryce McGowens NO 8.3 2.7 1.5
13 Luke Kennard ATL 7.4 2.6 2.2
14 Karlo Matkovic NO 5.9 4.1 0.9
15 Yves Missi NO 5.6 4.8 1.0
16 Asa Newell ATL 5.0 2.3 0.8
17 Micah Peavy NO 4.6 1.9 0.8
18 Jordan Hawkins NO 3.7 1.7 0.8
19 Trey Alexander NO 3.5 1.4 0.9
20 N'Faly Dante ATL 3.4 4.1 0.6
21 Kevon Looney NO 3.2 5.1 1.3
22 Keaton Wallace ATL 3.2 1.0 1.2
23 Mouhamed Gueye ATL 2.8 2.8 0.7

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.