NBA games

MIA @ DAL

NBA American Airlines Center ·Final
113118
Final
Q1Q2Q3Q4T
MIA22342730113
DAL21342934118

Statlab take

baseline_gbm
Last 10 (DAL) / 10 (MIA) games this season
MIA away
home DAL
45% 55%

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 37 40 8 3
Kel'el Ware S 32 17 9 1
Kyle Anderson S 27 15 10 3
Alec Burks 28 12 7 4
Duncan Robinson 20 9 1 4
Nikola Jovic 25 6 1 1
Jaime Jaquez Jr. S 23 6 6 3
Davion Mitchell S 38 5 0 4
Pelle Larsson 10 3 0 0
Player MIN PTS REB AST
Dante Exum S 24 27 3 4
Max Christie S 39 19 5 5
Spencer Dinwiddie S 36 18 3 6
Kessler Edwards S 40 15 9 3
Naji Marshall 33 12 9 4
Brandon Williams 25 11 1 3
Olivier-Maxence Prosper S 23 10 3 0
Kylor Kelley 3 4 2 0
Jaden Hardy 19 2 5 3

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Max Christie · Jumper (2 pts) · 11:01 Q1
"Max Christie makes 17-foot step back jumpshot"
Most likely first scorer (top 10)
1 Kyrie Irving DAL
12%
2 Bam Adebayo MIA
12%
3 Tyler Herro MIA
11%
4 P.J. Washington DAL
9%
5 Andrew Wiggins MIA
9%
6 Max Christie DAL
9%
7 Olivier-Maxence Prosper DAL
7%
8 Kel'el Ware MIA
7%
9 Dante Exum DAL
6%
10 Klay Thompson DAL
6%
Method (given top scorer)
3PT
22%
Dunk
4%
Free Throw
15%
Jumper
42%
Layup
16%

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 Kyrie Irving DAL 24.4 5.4 5.1
2 Bam Adebayo MIA 23.7 11.1 5.1
3 Tyler Herro MIA 23.3 4.8 8.3
4 P.J. Washington DAL 19.1 10.1 3.2
5 Andrew Wiggins MIA 18.6 4.8 3.2
6 Nikola Jovic MIA 14.9 4.5 3.9
7 Klay Thompson DAL 14.8 4.3 2.2
8 Max Christie DAL 14.0 4.6 2.9
9 Terry Rozier MIA 13.4 4.0 2.7
10 Naji Marshall DAL 12.8 5.0 2.5
11 Duncan Robinson MIA 11.5 2.6 2.5
12 Kel'el Ware MIA 11.3 9.1 1.6
13 Spencer Dinwiddie DAL 11.2 2.5 3.9
14 Davion Mitchell MIA 10.6 2.3 4.9
15 Dante Exum DAL 8.7 1.8 3.1
16 Jaime Jaquez Jr. MIA 8.0 4.0 2.2
17 Jaden Hardy DAL 7.9 1.8 1.4
18 Alec Burks MIA 6.2 3.3 1.1
19 Olivier-Maxence Prosper DAL 6.1 3.0 1.5
20 Kyle Anderson MIA 5.7 3.4 2.0
21 Haywood Highsmith MIA 5.2 2.7 1.4
22 Kessler Edwards DAL 4.8 3.9 1.4
23 Pelle Larsson MIA 4.3 2.0 0.8
24 Brandon Williams DAL 3.9 1.3 1.2
25 Kevin Love MIA 3.6 2.0 0.8
26 Kylor Kelley DAL 3.6 2.8 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.