NBA games

BOS @ MIL

NBA Fiserv Forum ·Final
113107
Final
Q1Q2Q3Q4T
BOS30282926113
MIL40291523107

Statlab take

baseline_gbm
Last 10 (MIL) / 10 (BOS) games this season
BOS away
home MIL
81% 19%

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
Jayson Tatum S 40 31 12 6
Payton Pritchard 23 18 1 3
Jrue Holiday S 33 15 2 3
Derrick White S 36 15 6 6
Jaylen Brown S 37 14 5 4
Al Horford S 32 9 7 4
Neemias Queta 21 8 7 0
Sam Hauser 12 3 1 1
Luke Kornet 6 0 1 0
Player MIN PTS REB AST
Giannis Antetokounmpo S 39 43 13 5
Bobby Portis 23 15 7 0
Damian Lillard S 36 14 4 6
AJ Green 27 12 3 0
Taurean Prince S 38 9 9 3
Pat Connaughton 13 7 0 2
Brook Lopez S 29 6 1 3
Andre Jackson Jr. S 23 1 3 2
Ryan Rollins 12 0 1 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Giannis Antetokounmpo · Free Throw (1 pts) · 11:47 Q1
"Giannis Antetokounmpo makes free throw 1 of 2"
Most likely first scorer (top 10)
1 Giannis Antetokounmpo MIL
16%
2 Jayson Tatum BOS
12%
3 Jaylen Brown BOS
12%
4 Derrick White BOS
9%
5 Damian Lillard MIL
9%
6 Jrue Holiday BOS
8%
7 Brook Lopez MIL
8%
8 Andre Jackson Jr. MIL
7%
9 Taurean Prince MIL
7%
10 Al Horford BOS
7%
Method (given top scorer)
3PT
0%
Dunk
4%
Free Throw
72%
Jumper
6%
Layup
18%

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 28.3 7.1 5.6
2 Giannis Antetokounmpo MIL 28.2 11.5 5.2
3 Damian Lillard MIL 25.8 4.7 6.6
4 Jaylen Brown BOS 23.0 5.4 3.6
5 Derrick White BOS 19.3 4.7 4.0
6 Payton Pritchard BOS 15.7 3.2 2.7
7 Jrue Holiday BOS 13.9 4.0 3.8
8 Bobby Portis MIL 12.1 8.2 1.3
9 Brook Lopez MIL 10.1 5.1 1.5
10 Al Horford BOS 8.9 4.8 1.9
11 Sam Hauser BOS 8.4 4.7 1.4
12 Taurean Prince MIL 7.8 4.1 1.7
13 Neemias Queta BOS 5.6 5.6 0.7
14 AJ Green MIL 5.5 1.4 1.0
15 Luke Kornet BOS 5.3 4.6 1.3
16 Pat Connaughton MIL 5.3 2.4 1.6
17 Drew Peterson BOS 5.1 1.4 0.5
18 Andre Jackson Jr. MIL 4.3 2.6 1.2
19 Xavier Tillman BOS 4.1 3.4 0.8
20 Ryan Rollins MIL 3.7 1.7 1.1
21 Tyler Smith MIL 3.6 2.9 0.5
22 Jordan Walsh BOS 3.5 2.0 0.6
23 MarJon Beauchamp MIL 3.4 1.5 0.6
24 Stanley Umude MIL 3.3 1.6 0.6
25 AJ Johnson MIL 3.0 1.1 1.9
26 Delon Wright MIL 2.7 1.0 0.7
27 Chris Livingston MIL 1.7 1.3 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.