NBA games

DEN @ LAC

NBA crypto.com Arena ·Final
103116
Final
Q1Q2Q3Q4T
DEN25262131103
LAC25353125116

Statlab take

baseline_gbm
Last 2 (LAC) / 3 (DEN) games this season
DEN away
home LAC
10% 90%

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
Hunter Tyson 27 19 4 2
Reggie Jackson S 22 15 3 1
Braxton Key 19 14 10 1
Julian Strawther S 27 12 0 2
Zeke Nnaji 22 11 5 2
Peyton Watson S 32 11 2 3
DeAndre Jordan S 21 8 9 4
Amida Brimah 5 5 1 0
Collin Gillespie 18 3 2 2
Justin Holiday S 20 3 1 1
Player MIN PTS REB AST
Paul George S 18 23 5 0
Ivica Zubac S 23 13 8 0
Bones Hyland 17 12 3 4
Xavier Moon 14 12 2 3
Terance Mann 21 8 7 2
Kawhi Leonard S 17 7 2 2
Russell Westbrook S 17 7 5 7
Kobe Brown 19 7 3 2
KJ Martin 20 6 5 2
Nicolas Batum S 16 6 4 1

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Russell Westbrook · Layup (2 pts) · 10:41 Q1
"Russell Westbrook makes driving layup"
Most likely first scorer (top 10)
1 Nikola Jokic DEN
29%
2 Jamal Murray DEN
19%
3 Aaron Gordon DEN
19%
4 Kentavious Caldwell-Pope DEN
17%
5 Justin Holiday DEN
15%
6 Braxton Key DEN
0%
7 Hunter Tyson DEN
0%
8 Jalen Pickett DEN
0%
9 Peyton Watson DEN
0%
10 Zeke Nnaji DEN
0%
Method (given top scorer)
3PT
17%
Dunk
20%
Free Throw
12%
Jumper
22%
Layup
29%

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 15.2 7.0 3.8
2 Julian Strawther DEN 15.1 3.2 1.7
3 Jamal Murray DEN 13.0 3.0 4.9
4 Hunter Tyson DEN 9.1 4.7 1.8
5 Peyton Watson DEN 8.1 4.1 1.4
6 Collin Gillespie DEN 7.7 2.0 2.6
7 Kentavious Caldwell-Pope DEN 7.6 2.1 1.5
8 Zeke Nnaji DEN 7.4 5.2 1.5
9 Aaron Gordon DEN 6.8 4.5 2.0
10 Jalen Pickett DEN 5.9 1.6 1.5
11 Justin Holiday DEN 5.8 2.0 1.4
12 Braxton Key DEN 5.3 2.4 2.3

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.