NBA games

CHI @ MIL

NBA Fiserv Forum ·Final
133122
Final
Q1Q2Q3Q4T
CHI30333931133
MIL32323127122

Statlab take

baseline_gbm
Last 5 (MIL) / 6 (CHI) games this season
CHI away
home MIL
63% 37%

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
Coby White S 34 35 6 5
Zach LaVine S 33 25 5 1
Nikola Vucevic S 32 22 10 4
Josh Giddey S 24 17 6 9
Patrick Williams S 36 13 5 2
Jalen Smith 15 11 5 1
Julian Phillips 15 3 2 0
Dalen Terry 12 3 2 1
Ayo Dosunmu 28 2 5 5
Matas Buzelis 9 2 0 2
Player MIN PTS REB AST
Giannis Antetokounmpo S 35 38 11 5
Damian Lillard S 36 28 4 8
Taurean Prince S 30 11 8 2
Gary Trent Jr. S 34 10 1 2
AJ Green 11 9 1 1
Bobby Portis 28 9 12 1
Brook Lopez S 29 7 4 1
Delon Wright 13 5 0 3
Pat Connaughton 17 3 5 1
Ryan Rollins 2 2 0 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Josh Giddey · Jumper (2 pts) · 11:28 Q1
"Josh Giddey makes 15-foot two point shot (Nikola Vucevic assists)"
Most likely first scorer (top 10)
1 Nikola Vucevic CHI
14%
2 Giannis Antetokounmpo MIL
13%
3 Coby White CHI
11%
4 Josh Giddey CHI
11%
5 Zach LaVine CHI
10%
6 Brook Lopez MIL
9%
7 Gary Trent Jr. MIL
9%
8 Patrick Williams CHI
9%
9 Damian Lillard MIL
8%
10 Taurean Prince MIL
7%
Method (given top scorer)
3PT
16%
Dunk
20%
Free Throw
5%
Jumper
28%
Layup
32%

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 Giannis Antetokounmpo MIL 25.8 12.5 5.3
2 Zach LaVine CHI 21.1 4.3 3.8
3 Damian Lillard MIL 21.1 5.2 6.5
4 Coby White CHI 21.0 4.9 5.6
5 Nikola Vucevic CHI 16.9 10.3 3.0
6 Bobby Portis MIL 16.0 4.4 2.4
7 Josh Giddey CHI 11.6 5.2 4.8
8 Jalen Smith CHI 11.1 8.0 1.7
9 Ayo Dosunmu CHI 10.4 3.0 1.9
10 Talen Horton-Tucker CHI 9.6 3.6 1.7
11 Gary Trent Jr. MIL 8.6 2.4 1.5
12 Julian Phillips CHI 8.4 3.1 1.0
13 Brook Lopez MIL 8.3 4.6 2.3
14 Patrick Williams CHI 7.5 3.8 1.9
15 Matas Buzelis CHI 7.4 3.1 1.3
16 Pat Connaughton MIL 6.9 2.8 2.1
17 Taurean Prince MIL 6.7 3.8 1.5
18 AJ Johnson MIL 6.7 2.5 3.8
19 Dalen Terry CHI 6.0 3.3 2.8
20 Tyler Smith MIL 5.0 4.3 0.7
21 Torrey Craig CHI 4.7 1.6 0.6
22 Ryan Rollins MIL 4.7 2.0 1.4
23 AJ Green MIL 4.5 1.6 1.4
24 Chris Duarte CHI 4.4 2.1 0.9
25 Delon Wright MIL 4.4 1.5 1.3
26 MarJon Beauchamp MIL 3.8 2.1 1.1
27 Adama Sanogo CHI 3.5 4.1 0.5
28 Jevon Carter CHI 3.4 1.0 0.6
29 Andre Jackson Jr. MIL 3.2 2.5 0.9
30 Chris Livingston MIL 2.4 1.7 0.5

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.