基礎情報 - Githubissues

matsuken92 commented 4 years ago

train: 11341042, 11
test: 1156414, 11
train_labels: 17690, 7
specs: 386, 3

27253bdcはtitle共通のevent_id

matsuken92 commented 4 years ago

a = set(train.installation_id)
b = set(test.installation_id)
venn2(subsets=[a, b])
plt.show()

matsuken92 commented 4 years ago

train_labels - accuracyのヒストグラム

matsuken92 commented 4 years ago

title	type	count
Chow Time	Game	1150974
Sandcastle Builder (Activity)	Activity	1034332
Scrub-A-Dub	Game	1016837
Bottle Filler (Activity)	Activity	1004068
Fireworks (Activity)	Activity	535030
All Star Sorting	Game	509344
Dino Drink	Game	492916
Bubble Bath	Game	458972
Crystals Rule	Game	453852
Bug Measurer (Activity)	Activity	446430
Chicken Balancer (Activity)	Activity	443156
Dino Dive	Game	427655
Pan Balance	Game	384857
Watering Hole (Activity)	Activity	369270
Flower Waterer (Activity)	Activity	356034
Happy Camel	Game	311543
Air Show	Game	306239
Leaf Leader	Game	282104
Egg Dropper (Activity)	Activity	248408
Mushroom Sorter (Assessment)	Assessment	199595
Chest Sorter (Assessment)	Assessment	190318
Bird Measurer (Assessment)	Assessment	190164
Cauldron Filler (Assessment)	Assessment	181925
Cart Balancer (Assessment)	Assessment	163343
Welcome to Lost Lagoon!	Clip	23578
Magma Peak - Level 2	Clip	17115
Crystal Caves - Level 2	Clip	14342
Magma Peak - Level 1	Clip	13623
Tree Top City - Level 2	Clip	12685
Crystal Caves - Level 1	Clip	12505
Crystal Caves - Level 3	Clip	12482
Tree Top City - Level 1	Clip	12333
Tree Top City - Level 3	Clip	10516
Ordering Spheres	Clip	9758
Slop Problem	Clip	6974
Lifting Heavy Things	Clip	5759
Balancing Act	Clip	5522
Costume Box	Clip	4538
Pirate's Tale	Clip	4365
12 Monkeys	Clip	4124
Honey Cake	Clip	3882
Rulers	Clip	3372
Heavy, Heavier, Heaviest	Clip	3351
Treasure Map	Clip	2852

matsuken92 / dsb2019