NBA games

DAL @ PHX

NBA Mortgage Matchup Center ·Final
9889
Final
Q1Q2Q3Q4T
DAL2827172698
PHX2514252589

Statlab take

baseline_gbm
Last 10 (PHX) / 10 (DAL) games this season
DAL away
home PHX
59% 41%

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
Kyrie Irving S 40 20 4 5
Daniel Gafford S 29 16 5 1
Maxi Kleber 26 15 7 2
Spencer Dinwiddie 23 15 3 3
Klay Thompson S 32 11 6 5
Quentin Grimes 29 8 5 1
P.J. Washington S 20 7 3 2
Naji Marshall S 19 4 3 2
Olivier-Maxence Prosper 6 2 1 0
Dwight Powell 15 0 4 3
Player MIN PTS REB AST
Kevin Durant S 38 35 3 0
Royce O'Neale 30 14 5 4
Bradley Beal S 38 11 3 4
Josh Okogie 22 8 4 1
Ryan Dunn S 21 5 5 1
Mason Plumlee 18 4 9 2
Oso Ighodaro 16 4 3 1
Tyus Jones S 24 3 2 6
Jusuf Nurkic S 14 3 5 2
Damion Lee 1 2 0 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Daniel Gafford · Dunk (2 pts) · 11:18 Q1
"Daniel Gafford makes 4-foot dunk (Klay Thompson assists)"
Most likely first scorer (top 10)
1 Kyrie Irving DAL
18%
2 Bradley Beal PHX
14%
3 Kevin Durant PHX
14%
4 Tyus Jones PHX
11%
5 Jusuf Nurkic PHX
11%
6 P.J. Washington DAL
11%
7 Ryan Dunn PHX
10%
8 Klay Thompson DAL
9%
9 Naji Marshall DAL
0%
10 Quentin Grimes DAL
0%
Method (given top scorer)
3PT
23%
Dunk
5%
Free Throw
12%
Jumper
41%
Layup
19%

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 Kevin Durant PHX 26.0 6.7 5.3
2 Kyrie Irving DAL 23.3 4.6 5.3
3 Bradley Beal PHX 21.8 4.6 3.6
4 Tyus Jones PHX 16.5 2.8 5.3
5 Klay Thompson DAL 15.0 3.8 2.2
6 Naji Marshall DAL 14.4 3.5 1.7
7 P.J. Washington DAL 13.7 6.4 2.6
8 Royce O'Neale PHX 13.3 5.3 2.9
9 Quentin Grimes DAL 11.6 3.9 2.1
10 Spencer Dinwiddie DAL 10.8 2.6 3.4
11 Jusuf Nurkic PHX 10.7 8.7 2.9
12 Daniel Gafford DAL 9.8 5.1 1.4
13 Jaden Hardy DAL 7.2 1.4 1.1
14 Monte Morris PHX 6.1 2.0 2.1
15 Ryan Dunn PHX 5.5 2.7 1.0
16 Mason Plumlee PHX 4.9 6.2 1.3
17 Maxi Kleber DAL 4.6 3.0 1.0
18 Oso Ighodaro PHX 4.5 3.5 1.0
19 Josh Okogie PHX 4.1 2.1 0.8
20 Brandon Williams DAL 3.8 1.3 0.9
21 Damion Lee PHX 3.5 1.1 0.9
22 Olivier-Maxence Prosper DAL 2.7 1.8 0.7
23 Jalen Bridges PHX 2.2 1.4 0.6
24 Jazian Gortman DAL 2.1 0.6 0.5
25 Dwight Powell DAL 1.7 1.1 0.4
26 Kessler Edwards DAL 1.6 0.6 0.3
27 Markieff Morris DAL 1.5 0.9 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.