Geographical spatial temperature prediction

In this competition, the weather information of some nearby places at a timestamp are provided. You are asked to predict the temperature of a target place at the same timestamp.

Number of Target Place: 1
Number of Nearby Places: 10
Types of Observation Data at a Timestamp: Temperature, Precipitation (in last hour), Sunshine Duration (in last hour)
Time Interval of Observation: Hour
Geographical Information:
- Location (Cartesian coordinate system): target place (0, 0), nearby places (x, y);
- Altitude

Problem type
Regression
Evaluation metric
Root mean squared error
Competition status
Completed
Started
2015/12/01 00:00 (Japan Standard Time)
Ends
2015/12/31 23:59 (Japan Standard Time)
Public/Private
Public
Invitation setting
Open to everyone

Download dataset and submission

You are only allowed to download the dataset and make a submission during the competition.

Final ranking

Final rank Nickname Final score Intermediate score
1 fu 0.02243 0.02229
2 n.otani 0.02256 0.02238
3 r_takahama 0.02307 0.02283
4 emn 0.02335 0.02317
5 y.horiguchi 0.02344 0.02301
6 0.02350 0.02367
7 らららこっぺぱん 0.02350 0.02368
8 siotouto 0.02357 0.02311
9 himoQ 0.02368 0.02349
10 とっきー 0.02373 0.02347
11 sotetsuk 0.02374 0.02344
12 lanxus 0.02376 0.02374
13 TP 0.02379 0.02351
14 0.02379 0.02394
15 drump 0.02390 0.02369
16 ユーマ 0.02396 0.02352
17 matsu 0.02401 0.02416
18 ie 0.02401 0.02380
19 ankaji92 0.02409 0.02409
20 University of Big Data 0.02410 0.02397
20 ugwis 0.02410 0.02397
20 ir 0.02410 0.02397
20 Kuni88 0.02410 0.02397
24 Bo 0.02410 0.02397
25 nringo 0.02410 0.02397
26 Es>iwa 0.02411 0.02374
27 yi 0.02416 0.02367
28 wrsn 0.02427 0.02415
29 nek0 0.02435 0.02444
30 ina 0.02442 0.02457
31 Alfo512 0.02450 0.02445
32 yuukiyuki 0.02451 0.02467
33 alo 0.02452 0.02472
34 LLL 0.02487 0.02412
35 xzr139 0.02505 0.02508
36 AljoSt 0.02508 0.02508
37 ηzw 0.02518 0.02538
38 ok 0.02569 0.02550
39 fjn 0.02643 0.02622
40 team_tiger88 0.02939 0.02934
41 POOOH 0.03393 0.03287
42 Ge Min 0.03477 0.03399
43 thomas_aki 0.05382 0.05491
44 FujimotoKyotoU 0.08437 0.07905
45 Amait 0.28003 0.27442

This leaderboard is calculated on the latest submissions.
The intermediate scores are calculated using 50% of the test dataset, and the final scores are calculated using the other 50%.
Final ranks are determined according to the final scores.

Scores over time (Final score)

Your submission timeline

You have not made any submission yet.