NBA games

NO @ DAL

NBA American Airlines Center ·Final
103111
Final
Q1Q2Q3Q4T
NO22312921103
DAL32243025111

Statlab take

baseline_gbm
Last 10 (DAL) / 10 (NO) games this season
NO away
home DAL
31% 69%

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 27 29 7 3
Trey Murphy III S 36 20 6 6
CJ McCollum S 30 16 6 5
Karlo Matkovic 21 9 5 1
Jose Alvarado 30 8 7 4
Bruce Brown 22 6 4 0
Yves Missi S 24 6 10 1
Jordan Hawkins 21 5 5 1
Kelly Olynyk S 24 4 3 3
Antonio Reeves 4 0 0 1
Player MIN PTS REB AST
Kyrie Irving S 37 35 2 4
P.J. Washington S 37 24 7 3
Max Christie 32 16 4 2
Naji Marshall 24 15 10 1
Klay Thompson S 25 12 3 3
Dante Exum S 21 4 2 4
Moses Brown 12 2 4 2
Kessler Edwards S 12 2 4 1
Olivier-Maxence Prosper 15 1 7 1
Spencer Dinwiddie 25 0 4 7

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Trey Murphy III · 3PT (3 pts) · 11:51 Q1
"Trey Murphy III makes 22-foot three point jumper (Zion Williamson assists)"
Most likely first scorer (top 10)
1 CJ McCollum NO
10%
2 Zion Williamson NO
9%
3 P.J. Washington DAL
9%
4 Max Christie DAL
8%
5 Trey Murphy III NO
8%
6 Olivier-Maxence Prosper DAL
7%
7 Jose Alvarado NO
7%
8 Yves Missi NO
6%
9 Herbert Jones NO
6%
10 Dante Exum DAL
6%
Method (given top scorer)
3PT
22%
Dunk
5%
Free Throw
12%
Jumper
45%
Layup
16%

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 Zion Williamson NO 26.7 7.8 5.1
2 Trey Murphy III NO 24.8 5.4 5.7
3 Kyrie Irving DAL 23.7 5.8 4.9
4 CJ McCollum NO 23.0 4.4 3.8
5 P.J. Washington DAL 20.0 10.3 3.9
6 Max Christie DAL 15.8 4.5 3.4
7 Klay Thompson DAL 15.4 4.3 2.3
8 Naji Marshall DAL 13.0 4.7 2.6
9 Spencer Dinwiddie DAL 12.3 2.3 4.4
10 Dante Exum DAL 11.0 2.1 3.4
11 Jose Alvarado NO 10.6 2.4 4.7
12 Herbert Jones NO 10.2 4.0 4.2
13 Jordan Hawkins NO 9.6 2.3 1.4
14 Bruce Brown NO 7.3 3.2 1.5
15 Yves Missi NO 7.0 7.5 0.9
16 Jaden Hardy DAL 6.4 1.7 1.0
17 Kelly Olynyk NO 6.3 2.8 2.4
18 Olivier-Maxence Prosper DAL 6.2 3.2 1.5
19 Kessler Edwards DAL 5.6 3.8 1.6
20 Karlo Matkovic NO 5.3 4.2 1.0
21 Moses Brown DAL 4.2 2.1 0.7
22 Jeremiah Robinson-Earl NO 4.1 3.1 0.7
23 Brandon Williams DAL 3.7 1.0 1.3
24 Antonio Reeves NO 3.5 0.9 0.8
25 Kylor Kelley DAL 3.0 2.3 0.4

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.