NBA games

NO @ MIA

NBA Kaseya Center ·Final
108119
Final
Q1Q2Q3Q4T
NO24272532108
MIA36203429119

Statlab take

baseline_gbm
Last 10 (MIA) / 10 (NO) games this season
NO away
home MIA
21% 79%

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
Trey Murphy III S 39 34 4 3
CJ McCollum S 34 22 4 5
Brandon Boston 20 14 4 1
Dejounte Murray S 31 12 3 7
Herbert Jones S 39 8 4 4
Jordan Hawkins 20 8 4 1
Yves Missi S 29 7 4 2
Javonte Green 9 3 1 1
Daniel Theis 18 0 3 1
Player MIN PTS REB AST
Tyler Herro S 40 32 1 4
Bam Adebayo S 31 23 9 10
Duncan Robinson S 25 17 4 3
Jaime Jaquez Jr. 23 12 4 4
Kel'el Ware 17 10 5 1
Jimmy Butler III S 25 9 4 2
Nikola Jovic 34 8 7 6
Alec Burks 19 6 1 2
Haywood Highsmith S 26 2 3 2

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Bam Adebayo · Jumper (2 pts) · 11:39 Q1
"Bam Adebayo makes 13-foot jumper (Duncan Robinson assists)"
Most likely first scorer (top 10)
1 CJ McCollum NO
13%
2 Bam Adebayo MIA
12%
3 Jimmy Butler III MIA
10%
4 Dejounte Murray NO
9%
5 Tyler Herro MIA
9%
6 Yves Missi NO
8%
7 Trey Murphy III NO
8%
8 Terry Rozier MIA
7%
9 Herbert Jones NO
6%
10 Haywood Highsmith MIA
6%
Method (given top scorer)
3PT
26%
Dunk
8%
Free Throw
14%
Jumper
26%
Layup
25%

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 Tyler Herro MIA 25.7 6.5 6.4
2 CJ McCollum NO 22.2 4.3 5.0
3 Trey Murphy III NO 21.9 4.7 3.3
4 Bam Adebayo MIA 21.2 10.8 4.6
5 Dejounte Murray NO 20.4 7.3 8.8
6 Jimmy Butler III MIA 19.0 5.6 4.9
7 Herbert Jones NO 13.8 4.6 4.1
8 Duncan Robinson MIA 12.9 2.9 3.6
9 Terry Rozier MIA 12.4 4.8 2.1
10 Yves Missi NO 10.4 10.0 1.4
11 Brandon Boston NO 9.2 2.8 1.4
12 Nikola Jovic MIA 8.6 2.8 2.0
13 Haywood Highsmith MIA 8.3 3.7 1.5
14 Jaime Jaquez Jr. MIA 7.8 3.1 2.0
15 Jordan Hawkins NO 7.4 2.5 1.0
16 Alec Burks MIA 6.4 2.2 1.0
17 Pelle Larsson MIA 5.6 2.3 1.3
18 Javonte Green NO 5.5 2.9 0.9
19 Josh Christopher MIA 4.8 1.4 2.4
20 Kevin Love MIA 4.7 2.9 1.4
21 Daniel Theis NO 4.5 3.6 1.3
22 Antonio Reeves NO 4.1 1.3 0.7
23 Jeremiah Robinson-Earl NO 4.0 3.1 0.8
24 Kel'el Ware MIA 3.9 3.0 0.7
25 Isaiah Stevens MIA 3.8 1.5 2.7
26 Jamal Cain NO 3.6 2.6 0.7
27 Keshad Johnson MIA 2.6 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.