NBA games

NO @ HOU

NBA Toyota Center (Houston) ·Final
101104
Final
Q1Q2Q3Q4T
NO31173122101
HOU26281634104

Statlab take

baseline_gbm
Last 10 (HOU) / 10 (NO) games this season
NO away
home HOU
39% 61%

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
Brandon Ingram S 39 31 6 5
Zion Williamson S 34 24 8 1
Jonas Valanciunas S 29 15 9 2
Jordan Hawkins S 41 14 7 1
Dyson Daniels S 41 10 10 2
Jeremiah Robinson-Earl 9 5 0 0
Larry Nance Jr. 15 1 5 1
Cody Zeller 4 1 1 0
Matt Ryan 16 0 2 0
Dereon Seabron 12 0 1 0
Player MIN PTS REB AST
Jalen Green S 35 25 4 1
Alperen Sengun S 34 24 8 3
Fred VanVleet S 40 20 3 8
Dillon Brooks S 21 10 2 2
Jae'Sean Tate 24 7 3 2
Jabari Smith Jr. S 23 6 7 2
Jeff Green 23 5 4 0
Aaron Holiday 14 5 0 2
Tari Eason 19 2 8 0
Jock Landale 7 0 3 0

First basket

scorer · ROC 0.80
Trained on 67736 player-games
Actual
Alperen Sengun · Jumper (2 pts) · 11:31 Q1
"Alperen Sengun makes 11-foot two point shot (Fred VanVleet assists)"
Most likely first scorer (top 10)
1 Zion Williamson NO
13%
2 Alperen Sengun HOU
13%
3 Brandon Ingram NO
13%
4 Jalen Green HOU
10%
5 Jabari Smith Jr. HOU
8%
6 Fred VanVleet HOU
8%
7 Jonas Valanciunas NO
7%
8 Jeremiah Robinson-Earl NO
7%
9 Dyson Daniels NO
7%
10 Dillon Brooks HOU
6%
Method (given top scorer)
3PT
2%
Dunk
14%
Free Throw
17%
Jumper
34%
Layup
33%

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 Brandon Ingram NO 20.7 5.5 4.4
2 Jalen Green HOU 19.2 4.3 2.9
3 Zion Williamson NO 19.1 6.2 4.5
4 Alperen Sengun HOU 17.2 8.6 5.8
5 Fred VanVleet HOU 16.1 3.6 6.7
6 Dillon Brooks HOU 13.8 4.0 2.4
7 Jabari Smith Jr. HOU 13.8 6.8 2.0
8 Jonas Valanciunas NO 11.6 8.1 1.5
9 Jordan Hawkins NO 10.9 3.3 1.6
10 Tari Eason HOU 9.1 7.2 1.9
11 Matt Ryan NO 8.4 2.5 1.6
12 Dyson Daniels NO 7.8 4.0 2.6
13 Jae'Sean Tate HOU 7.1 3.5 1.4
14 Nate Williams HOU 6.6 2.4 0.7
15 Jeremiah Robinson-Earl NO 5.6 4.2 1.5
16 Jeff Green HOU 5.4 2.9 1.0
17 Jock Landale HOU 5.4 2.6 1.4
18 Aaron Holiday HOU 5.4 2.3 1.9
19 Larry Nance Jr. NO 5.3 3.9 0.9
20 Dereon Seabron NO 5.3 2.0 1.2
21 Kira Lewis Jr. NO 4.9 1.7 1.3
22 Naji Marshall NO 4.2 1.8 1.5
23 Boban Marjanovic HOU 3.6 3.0 0.9
24 Reggie Bullock Jr. HOU 2.9 1.5 0.8
25 Cody Zeller NO 2.3 1.9 0.9

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.