NBA games

NO @ DEN

NBA Ball Arena ·Final
119144
Final
Q1Q2Q3Q4T
NO36322724119
DEN36324531144

Statlab take

baseline_gbm
Last 10 (DEN) / 10 (NO) games this season
NO away
home DEN
21% 79%

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 28 6 4
Trey Murphy III S 32 25 5 9
CJ McCollum S 28 19 1 3
Jordan Hawkins 25 15 3 2
Yves Missi S 32 12 6 2
Karlo Matkovic S 30 10 9 1
Antonio Reeves 15 3 0 2
Javonte Green 18 3 3 2
Jamal Cain 17 2 2 1
Jeremiah Robinson-Earl 14 2 3 0
Player MIN PTS REB AST
Michael Porter Jr. S 37 39 12 4
Nikola Jokic S 36 38 8 10
Christian Braun S 29 23 9 3
Julian Strawther 24 10 2 1
Jamal Murray S 36 10 2 6
Aaron Gordon S 31 7 4 12
Hunter Tyson 10 4 2 0
Jalen Pickett 12 4 2 2
Zeke Nnaji 9 4 5 0
Spencer Jones 2 3 0 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Zion Williamson · Layup (2 pts) · 11:08 Q1
"Zion Williamson makes 9-foot two point shot"
Most likely first scorer (top 10)
1 CJ McCollum NO
16%
2 Zion Williamson NO
12%
3 Jamal Murray DEN
11%
4 Christian Braun DEN
10%
5 Yves Missi NO
8%
6 Michael Porter Jr. DEN
8%
7 Nikola Jokic DEN
8%
8 Trey Murphy III NO
7%
9 Zeke Nnaji DEN
7%
10 Aaron Gordon DEN
6%
Method (given top scorer)
3PT
25%
Dunk
8%
Free Throw
11%
Jumper
35%
Layup
21%

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 Nikola Jokic DEN 29.7 11.0 11.0
2 Zion Williamson NO 25.9 8.2 5.9
3 Trey Murphy III NO 25.6 5.7 4.1
4 Jamal Murray DEN 23.5 4.6 6.6
5 CJ McCollum NO 22.3 4.3 4.4
6 Christian Braun DEN 17.6 5.5 2.5
7 Michael Porter Jr. DEN 17.2 5.9 1.8
8 Jordan Hawkins NO 11.2 2.5 1.5
9 Aaron Gordon DEN 10.5 3.2 2.0
10 Julian Strawther DEN 9.0 2.3 1.4
11 Jose Alvarado NO 8.8 2.4 4.3
12 Yves Missi NO 8.4 7.0 1.4
13 Javonte Green NO 7.3 4.2 1.4
14 Jeremiah Robinson-Earl NO 4.6 4.5 1.5
15 DeAndre Jordan DEN 4.6 4.8 0.8
16 Dario Saric DEN 4.0 3.0 1.6
17 Antonio Reeves NO 3.8 1.4 0.9
18 Jamal Cain NO 3.5 2.2 0.6
19 Jalen Pickett DEN 3.5 1.3 1.0
20 Zeke Nnaji DEN 3.4 2.0 0.6
21 Karlo Matkovic NO 3.3 3.2 0.9
22 Hunter Tyson DEN 2.7 1.4 0.7
23 Spencer Jones DEN 2.4 1.2 0.5
24 PJ Hall DEN 1.3 0.8 0.3
25 Trey Alexander DEN 1.3 0.5 0.5

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.