NBA games

WSH @ PHI

NBA Xfinity Mobile Arena ·Final
102121
Final
Q1Q2Q3Q4T
WSH31232325102
PHI34323520121

Statlab take

baseline_gbm
Last 10 (PHI) / 10 (WSH) games this season
WSH away
home PHI
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
Tristan Vukcevic 22 16 4 4
Marvin Bagley III S 26 13 8 1
Justin Champagnie S 24 13 7 1
Will Riley 26 13 4 1
Kyshawn George S 33 11 8 5
Bub Carrington 25 10 3 3
CJ McCollum S 24 10 3 4
Malaki Branham 11 8 5 2
Cam Whitmore 16 4 5 0
Anthony Gill 8 2 1 0
Player MIN PTS REB AST
Tyrese Maxey S 29 35 4 6
Jared McCain 25 14 3 5
Dominick Barlow S 20 12 1 0
Andre Drummond S 17 12 10 3
Paul George S 18 11 5 0
Jabari Walker 24 10 12 1
Justin Edwards 33 9 1 3
VJ Edgecombe S 24 9 6 6
Adem Bona 22 4 5 0
Eric Gordon 13 3 0 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Dominick Barlow · Layup (2 pts) · 11:45 Q1
"Dominick Barlow makes two point shot"
Most likely first scorer (top 10)
1 CJ McCollum WSH
15%
2 Paul George PHI
13%
3 Kyshawn George WSH
13%
4 Marvin Bagley III WSH
12%
5 Khris Middleton WSH
10%
6 Dominick Barlow PHI
10%
7 Bilal Coulibaly WSH
9%
8 Tyrese Maxey PHI
9%
9 VJ Edgecombe PHI
9%
10 Bub Carrington WSH
0%
Method (given top scorer)
3PT
27%
Dunk
3%
Free Throw
12%
Jumper
37%
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 Tyrese Maxey PHI 31.2 4.6 7.3
2 CJ McCollum WSH 22.6 4.3 3.7
3 Paul George PHI 15.3 5.1 3.9
4 Kyshawn George WSH 15.2 5.0 5.5
5 VJ Edgecombe PHI 14.0 6.2 4.0
6 Andre Drummond PHI 11.9 10.8 1.4
7 Cam Whitmore WSH 11.3 3.8 1.3
8 Khris Middleton WSH 10.9 4.1 4.2
9 Bilal Coulibaly WSH 10.6 3.8 3.1
10 Dominick Barlow PHI 10.5 6.1 2.4
11 Bub Carrington WSH 8.5 3.0 3.7
12 Justin Edwards PHI 8.4 2.8 2.1
13 Marvin Bagley III WSH 8.3 5.2 1.3
14 Jared McCain PHI 6.9 1.9 1.3
15 Tristan Vukcevic WSH 6.0 2.9 1.1
16 Adem Bona PHI 4.7 4.2 0.7
17 Jabari Walker PHI 4.4 2.8 1.1
18 Justin Champagnie WSH 4.0 4.0 1.0
19 Eric Gordon PHI 3.7 0.9 0.7
20 Johni Broome PHI 3.5 2.5 0.7
21 Malaki Branham WSH 3.4 1.4 0.6
22 Hunter Sallis PHI 3.1 1.2 0.7
23 Will Riley WSH 2.5 1.6 0.8
24 Anthony Gill WSH 1.8 0.9 0.3

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.