NBA games

MIA @ PHX

NBA Mortgage Matchup Center ·Final
111102
Final
Q1Q2Q3Q4T
MIA32262429111
PHX21272925102

Statlab take

baseline_gbm
Last 10 (PHX) / 10 (MIA) games this season
MIA away
home PHX
23% 77%

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
Bam Adebayo S 32 22 7 1
Jaime Jaquez Jr. 36 20 5 6
Norman Powell S 31 16 10 1
Nikola Jovic 18 12 6 1
Dru Smith 23 11 2 0
Andrew Wiggins S 24 10 10 3
Pelle Larsson S 35 10 7 2
Kasparas Jakucionis S 23 7 6 3
Myron Gardner 3 2 1 1
Simone Fontecchio 15 1 5 3
Player MIN PTS REB AST
Dillon Brooks S 36 26 5 2
Grayson Allen S 35 18 6 3
Mark Williams S 24 11 8 1
Collin Gillespie S 31 11 4 0
Isaiah Livers 15 9 5 0
Royce O'Neale S 31 8 5 5
Oso Ighodaro 17 6 7 1
Jamaree Bouyea 13 5 2 0
Ryan Dunn 8 4 5 0
Khaman Maluach 3 2 1 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Bam Adebayo · 3PT (3 pts) · 11:38 Q1
"Bam Adebayo makes 23-foot three point jumper (Andrew Wiggins assists)"
Most likely first scorer (top 10)
1 Bam Adebayo MIA
14%
2 Andrew Wiggins MIA
13%
3 Mark Williams PHX
12%
4 Pelle Larsson MIA
10%
5 Dillon Brooks PHX
10%
6 Norman Powell MIA
9%
7 Davion Mitchell MIA
8%
8 Collin Gillespie PHX
8%
9 Royce O'Neale PHX
8%
10 Kasparas Jakucionis MIA
8%
Method (given top scorer)
3PT
32%
Dunk
4%
Free Throw
13%
Jumper
26%
Layup
24%

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 Norman Powell MIA 20.6 3.8 3.3
2 Bam Adebayo MIA 20.2 9.7 3.6
3 Dillon Brooks PHX 16.8 4.4 2.3
4 Grayson Allen PHX 15.9 3.8 3.5
5 Andrew Wiggins MIA 15.6 5.5 3.1
6 Jaime Jaquez Jr. MIA 13.1 4.8 4.8
7 Collin Gillespie PHX 12.4 4.2 4.0
8 Royce O'Neale PHX 11.8 4.5 3.5
9 Pelle Larsson MIA 11.0 3.6 2.9
10 Mark Williams PHX 10.3 8.6 1.3
11 Davion Mitchell MIA 9.8 3.0 5.8
12 Jordan Goodwin PHX 7.8 4.6 2.5
13 Simone Fontecchio MIA 7.2 3.5 1.0
14 Nikola Jovic MIA 7.0 3.2 1.4
15 Oso Ighodaro PHX 7.0 4.0 1.9
16 Ryan Dunn PHX 5.7 2.6 1.3
17 Dru Smith MIA 5.1 3.0 2.0
18 Kasparas Jakucionis MIA 5.1 2.3 2.0
19 Jamaree Bouyea PHX 4.9 2.3 1.1
20 Jahmir Young MIA 4.9 1.3 1.3
21 Myron Gardner MIA 4.5 2.8 1.0
22 Keshad Johnson MIA 3.1 1.5 0.5
23 Rasheer Fleming PHX 2.3 1.3 0.4
24 Isaiah Livers PHX 2.1 1.2 0.8
25 Nick Richards PHX 1.8 2.8 0.4
26 Nigel Hayes-Davis PHX 1.5 1.2 0.3
27 Khaman Maluach PHX 1.2 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.