NBA games

SAC @ DEN

NBA Ball Arena ·Final
128123
Final
Q1Q2Q3Q4T
SAC30313037128
DEN35302731123

Statlab take

baseline_gbm
Last 10 (DEN) / 10 (SAC) games this season
SAC away
home DEN
20% 80%

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
Dennis Schroder 18 21 3 7
Russell Westbrook S 30 21 6 11
Keegan Murray S 37 19 5 1
DeMar DeRozan S 31 17 7 5
Zach LaVine S 36 15 2 3
Malik Monk 26 12 2 2
Drew Eubanks S 22 8 3 1
Precious Achiuwa 24 7 4 0
Maxime Raynaud 8 6 3 1
Nique Clifford 9 2 2 1
Player MIN PTS REB AST
Nikola Jokic S 37 44 13 7
Jamal Murray S 37 23 2 9
Cameron Johnson S 37 20 5 4
Peyton Watson S 34 15 7 1
Jonas Valanciunas 11 8 2 1
Tim Hardaway Jr. 26 8 1 1
Bruce Brown 27 2 3 3
Hunter Tyson 8 2 1 2
Spencer Jones S 24 1 4 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Cameron Johnson · 3PT (3 pts) · 11:32 Q1
"Cameron Johnson makes 23-foot three point jumper (Jamal Murray assists)"
Most likely first scorer (top 10)
1 Jamal Murray DEN
16%
2 Nikola Jokic DEN
12%
3 DeMar DeRozan SAC
11%
4 Russell Westbrook SAC
10%
5 Zach LaVine SAC
9%
6 Precious Achiuwa SAC
9%
7 Drew Eubanks SAC
9%
8 Cameron Johnson DEN
8%
9 Peyton Watson DEN
8%
10 Zeke Nnaji DEN
8%
Method (given top scorer)
3PT
25%
Dunk
7%
Free Throw
14%
Jumper
20%
Layup
36%

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 35.7 11.4 11.1
2 Jamal Murray DEN 23.9 5.0 7.2
3 Zach LaVine SAC 19.0 4.0 3.2
4 Russell Westbrook SAC 17.8 7.8 7.1
5 DeMar DeRozan SAC 16.1 3.0 2.7
6 Dennis Schroder SAC 12.1 3.7 5.0
7 Tim Hardaway Jr. DEN 11.2 2.7 1.8
8 Malik Monk SAC 11.0 2.4 1.9
9 Peyton Watson DEN 10.9 5.8 1.8
10 Cameron Johnson DEN 10.7 3.4 2.3
11 Keegan Murray SAC 9.6 4.2 1.0
12 Bruce Brown DEN 8.6 3.9 1.8
13 Drew Eubanks SAC 8.1 3.5 0.9
14 Jonas Valanciunas DEN 8.0 4.6 1.1
15 Precious Achiuwa SAC 5.9 4.6 1.0
16 Nique Clifford SAC 5.8 2.2 2.0
17 Keon Ellis SAC 5.7 2.0 0.9
18 Maxime Raynaud SAC 5.5 3.2 0.7
19 Dario Saric SAC 3.8 1.4 0.4
20 Spencer Jones DEN 3.7 1.5 0.9
21 Jalen Pickett DEN 3.3 1.1 1.0
22 Zeke Nnaji DEN 3.0 1.4 0.7
23 DaRon Holmes II DEN 2.4 0.7 0.5
24 Hunter Tyson DEN 2.0 1.4 0.6
25 Devin Carter SAC 1.9 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.