Summary

Kernel matrix for Caltech 256, with 30 examples per class for training

License

CC0

Dependencies

Tags

caltech Kernel Output

Attribute Types

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matlab (352.7 MB)

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Original Data Format

matlab

Name

Version mldata

Comment

Names

Data (first 10 data points)

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Description

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URLs

http://www.inf.ethz.ch/personal/cong/kernel.html

Publications

Data Source

Measurement Details

The order of the classes are:

ak47,american-flag,backpack,baseball-bat,baseball-glove,basketball-hoop,bat,bathtub,bear,beer-mug,billiards,binoculars,birdbath,blimp,bonsai-101,boom-box,bowling-ball,bowling-pin,boxing-glove,brain-101,breadmaker,buddha-101,bulldozer,butterfly,cactus,cake,calculator,camel,cannon,canoe,car-tire,cartman,cd,centipede,cereal-box,chandelier-101,chess-board,chimp,chopsticks,cockroach,coffee-mug,coffin,coin,comet,computer-keyboard,computer-monitor,computer-mouse,conch,cormorant,covered-wagon,cowboy-hat,crab-101,desk-globe,diamond-ring,dice,dog,dolphin-101,doorknob,drinking-straw,duck,dumb-bell,eiffel-tower,electric-guitar-101,elephant-101,elk,ewer-101,eyeglasses,fern,fighter-jet,fire-extinguisher,fire-hydrant,fire-truck,fireworks,flashlight,floppy-disk,football-helmet,french-horn,fried-egg,frisbee,frog,frying-pan,galaxy,gas-pump,giraffe,goat,golden-gate-bridge,goldfish,golf-ball,goose,gorilla,grand-piano-101,grapes,grasshopper,guitar-pick,hamburger,hammock,harmonica,harp,harpsichord,hawksbill-101,head-phones,helicopter-101,hibiscus,homer-simpson,horse,horseshoe-crab,hot-air-balloon,hot-dog,hot-tub,hourglass,house-fly,human-skeleton,hummingbird,ibis-101,ice-cream-cone,iguana,ipod,iris,jesus-christ,joy-stick,kangaroo-101,kayak,ketch-101,killer-whale,knife,ladder,laptop-101,lathe,leopards-101,license-plate,lightbulb,light-house,lightning,llama-101,mailbox,mandolin,mars,mattress,megaphone,menorah-101,microscope,microwave,minaret,minotaur,motorbikes-101,mountain-bike,mushroom,mussels,necktie,octopus,ostrich,owl,palm-pilot,palm-tree,paperclip,paper-shredder,pci-card,penguin,people,pez-dispenser,photocopier,picnic-table,playing-card,porcupine,pram,praying-mantis,pyramid,raccoon,radio-telescope,rainbow,refrigerator,revolver-101,rifle,rotary-phone,roulette-wheel,saddle,saturn,school-bus,scorpion-101,screwdriver,segway,self-propelled-lawn-mower,sextant,sheet-music,skateboard,skunk,skyscraper,smokestack,snail,snake,sneaker,snowmobile,soccer-ball,socks,soda-can,spaghetti,speed-boat,spider,spoon,stained-glass,starfish-101,steering-wheel,stirrups,sunflower-101,superman,sushi,swan,swiss-army-knife,sword,syringe,tambourine,teapot,teddy-bear,teepee,telephone-box,tennis-ball,tennis-court,tennis-racket,theodolite,toaster,tomato,tombstone,top-hat,touring-bike,tower-pisa,traffic-light,treadmill,triceratops,tricycle,trilobite-101,tripod,t-shirt,tuning-fork,tweezer,umbrella-101,unicorn,vcr,video-projector,washing-machine,watch-101,waterfall,watermelon,welding-mask,wheelbarrow,windmill,wine-bottle,xylophone,yarmulke,yo-yo,zebra,airplanes-101,car-side-101,faces-easy-101,greyhound,tennis-shoes,toad

Usage Scenario

This data was used to learn the output kernel, i.e. the similarity between classes in:

Francesco Dinuzzo, Cheng Soon Ong, Peter Gehler, and Gianluigi Pillonetto. "Learning Output Kernels with Block Coordinate Descent." ICML 2011

revision 1

by cong on 2011-09-14 15:18

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