NBA games

MIA @ MIL

NBA Fiserv Forum ·Final
114122
Final
Q1Q2Q3Q4T
MIA28242141114
MIL28343525122

Statlab take

baseline_gbm
Last 7 (MIL) / 8 (MIA) games this season
MIA away
home MIL
34% 66%

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
Tyler Herro S 42 35 8 3
Duncan Robinson 22 15 1 1
Jimmy Butler III S 29 13 4 4
Orlando Robinson 26 11 7 7
Thomas Bryant S 22 10 2 0
Jaime Jaquez Jr. 23 8 2 3
Kyle Lowry S 28 8 4 4
Josh Richardson 23 6 3 2
Nikola Jovic 7 5 4 0
Kevin Love S 18 3 5 3
Player MIN PTS REB AST
Giannis Antetokounmpo S 32 33 7 2
Damian Lillard S 35 25 5 4
Bobby Portis 19 16 8 2
Cameron Payne 13 11 1 0
Brook Lopez S 29 11 7 3
Jae Crowder 25 8 5 2
Pat Connaughton 23 8 5 2
Khris Middleton S 17 5 2 5
Malik Beasley S 32 5 3 2
AJ Green 15 0 0 2

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Thomas Bryant · Dunk (2 pts) · 11:08 Q1
"Thomas Bryant makes 4-foot dunk (Tyler Herro assists)"
Most likely first scorer (top 10)
1 Giannis Antetokounmpo MIL
15%
2 Tyler Herro MIA
14%
3 Damian Lillard MIL
13%
4 Kevin Love MIA
9%
5 Brook Lopez MIL
9%
6 Jaime Jaquez Jr. MIA
9%
7 Jae Crowder MIL
8%
8 Nikola Jovic MIA
8%
9 Malik Beasley MIL
7%
10 Kyle Lowry MIA
7%
Method (given top scorer)
3PT
4%
Dunk
12%
Free Throw
22%
Jumper
26%
Layup
36%

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 24.8 11.3 3.2
2 Tyler Herro MIA 23.8 4.2 4.8
3 Damian Lillard MIL 18.7 4.3 4.0
4 Malik Beasley MIL 11.4 3.2 2.1
5 Brook Lopez MIL 10.2 3.6 1.2
6 Duncan Robinson MIA 9.7 2.8 1.9
7 Jae Crowder MIL 9.3 4.4 1.9
8 Bobby Portis MIL 8.9 6.0 1.9
9 Jamal Cain MIA 8.7 6.0 0.9
10 Kyle Lowry MIA 8.0 3.2 3.8
11 Pat Connaughton MIL 8.0 4.3 2.0
12 Nikola Jovic MIA 7.5 4.7 1.9
13 Thomas Bryant MIA 7.2 4.8 1.2
14 Dru Smith MIA 7.2 2.2 4.1
15 Kevin Love MIA 6.8 6.2 1.5
16 AJ Green MIL 6.7 1.9 0.9
17 Jaime Jaquez Jr. MIA 6.6 3.2 1.8
18 R.J. Hampton MIA 6.0 2.0 2.4
19 Andre Jackson Jr. MIL 5.9 3.8 1.6
20 Thanasis Antetokounmpo MIL 5.8 2.8 0.8
21 Orlando Robinson MIA 5.7 3.9 1.0
22 Cameron Payne MIL 5.7 1.4 2.3
23 Robin Lopez MIL 4.3 2.7 1.1
24 Chris Livingston MIL 3.7 1.2 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.