Summary

Kernel matrix for Caltech 101, with 30 examples per class for training

License

CC0

Dependencies

Tags

caltech Kernel Output

Attribute Types

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matlab (60.4 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 classes are in the following order:

accordion,airplanes,anchor,ant,BACKGROUND_Google,barrel,bass,beaver,binocular,bonsai,brain,brontosaurus,buddha,butterfly,camera,cannon,car_side,ceiling_fan,cellphone,chair,chandelier,cougar_body,cougar_face,crab,crayfish,crocodile,crocodile_head,cup,dalmatian,dollar_bill,dolphin,dragonfly,electric_guitar,elephant,emu,euphonium,ewer,Faces,Faces_easy,ferry,flamingo,flamingo_head,garfield,gerenuk,gramophone,grand_piano,hawksbill,headphone,hedgehog,helicopter,ibis,inline_skate,joshua_tree,kangaroo,ketch,lamp,laptop,Leopards,llama,lobster,lotus,mandolin,mayfly,menorah,metronome,minaret,Motorbikes,nautilus,octopus,okapi,pagoda,panda,pigeon,pizza,platypus,pyramid,revolver,rhino,rooster,saxophone,schooner,scissors,scorpion,sea_horse,snoopy,soccer_ball,stapler,starfish,stegosaurus,stop_sign,strawberry,sunflower,tick,trilobite,umbrella,watch,water_lilly,wheelchair,wild_cat,windsor_chair,wrench,yin_yang,

Usage Scenario

This was used for learning the output kernel, i.e. the relationships between the 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 2011-05-01 13:55

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