NBA games

BOS @ TOR

NBA Scotiabank Arena ·Final
111101
Final
Q1Q2Q3Q4T
BOS35312322111
TOR24302225101

Statlab take

baseline_gbm
Last 10 (TOR) / 10 (BOS) games this season
BOS away
home TOR
87% 13%

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
Jaylen Brown S 33 24 5 4
Derrick White S 38 22 3 5
Payton Pritchard 35 20 7 2
Jayson Tatum S 40 19 6 11
Sam Hauser S 40 10 5 0
Neemias Queta 20 8 5 0
Torrey Craig S 15 4 3 0
Jordan Walsh 5 2 2 1
Baylor Scheierman 11 2 2 0
JD Davison 4 0 1 1
Player MIN PTS REB AST
RJ Barrett S 33 22 8 3
Scottie Barnes S 34 21 3 6
Gradey Dick S 32 12 5 1
Immanuel Quickley S 33 10 6 7
Ochai Agbaji 24 8 5 1
Chris Boucher 14 8 2 0
Jamal Shead 18 6 2 6
Ja'Kobe Walter 16 6 3 0
Jonathan Mogbo S 22 4 4 2
Orlando Robinson 14 4 2 1

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Jaylen Brown · Jumper (2 pts) · 11:46 Q1
"Jaylen Brown makes 12-foot two point shot (Jayson Tatum assists)"
Most likely first scorer (top 10)
1 Scottie Barnes TOR
11%
2 Jayson Tatum BOS
11%
3 Jaylen Brown BOS
10%
4 RJ Barrett TOR
10%
5 Jakob Poeltl TOR
10%
6 Gradey Dick TOR
9%
7 Kristaps Porzingis BOS
8%
8 Immanuel Quickley TOR
8%
9 Orlando Robinson TOR
8%
10 Derrick White BOS
7%
Method (given top scorer)
3PT
12%
Dunk
5%
Free Throw
29%
Jumper
25%
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 Jayson Tatum BOS 24.9 7.0 6.0
2 RJ Barrett TOR 21.2 6.0 4.6
3 Kristaps Porzingis BOS 20.6 7.0 2.8
4 Jaylen Brown BOS 20.2 5.9 4.1
5 Scottie Barnes TOR 19.6 7.1 5.1
6 Derrick White BOS 18.6 4.7 5.2
7 Immanuel Quickley TOR 18.1 3.9 5.0
8 Payton Pritchard BOS 12.9 4.5 3.9
9 Gradey Dick TOR 11.4 3.9 1.4
10 Jakob Poeltl TOR 11.3 7.6 2.8
11 Jrue Holiday BOS 10.2 4.1 2.6
12 Jamal Shead TOR 9.3 1.9 4.2
13 Ochai Agbaji TOR 9.2 3.7 1.3
14 Ja'Kobe Walter TOR 9.0 3.2 1.5
15 Chris Boucher TOR 8.7 4.3 1.0
16 Al Horford BOS 8.1 6.0 1.3
17 Sam Hauser BOS 7.2 2.9 1.1
18 Jonathan Mogbo TOR 6.4 3.2 1.7
19 Orlando Robinson TOR 5.5 3.8 1.3
20 Torrey Craig BOS 5.0 2.3 0.6
21 JD Davison BOS 4.5 1.7 1.3
22 Neemias Queta BOS 3.9 2.6 0.6
23 Jordan Walsh BOS 2.1 0.8 0.4
24 Baylor Scheierman BOS 1.9 1.2 0.5
25 Xavier Tillman BOS 1.5 0.8 0.3
26 Garrett Temple TOR 1.1 0.6 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.