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 nickname 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 ugwis 0.02410 0.02397
20 ir 0.02410 0.02397
20 Kuni88 0.02410 0.02397
23 Bo 0.02410 0.02397
24 nringo 0.02410 0.02397
25 Es>iwa 0.02411 0.02374
26 yi 0.02416 0.02367
27 wrsn 0.02427 0.02415
28 nek0 0.02435 0.02444
29 ina 0.02442 0.02457
30 Alfo512 0.02450 0.02445
31 yuukiyuki 0.02451 0.02467
32 alo 0.02452 0.02472
33 LLL 0.02487 0.02412
34 xzr139 0.02505 0.02508
35 AljoSt 0.02508 0.02508
36 ηzw 0.02518 0.02538
37 ok 0.02569 0.02550
38 fjn 0.02643 0.02622
39 team_tiger88 0.02939 0.02934
40 POOOH 0.03393 0.03287
41 Ge Min 0.03477 0.03399
42 thomas_aki 0.05382 0.05491
43 FujimotoKyotoU 0.08437 0.07905
44 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.

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