stackex_coffee

mldr.datasets::get.mldr("stackex_coffee")

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Full dataset

MULAN/MEKA (.arff) MULAN (.xml) LibSVM KEEL mldr

Partitions: select your desired partitioning strategy, validation and format

	Random	Stratified	Iterative stratified
Hold out	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr
2x5-fold cross validation	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr
10-fold cross validation	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr

Summary

Instances	225
Attributes	1886
Inputs	1763
Labels	123
Labelsets	174
Single labelsets	149
Max frequency	7
Cardinality	1.9867
Density	0.0162
Mean IR	27.2415
SCUMBLE	0.1691
TCS	17.446

Citation

Charte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco (2015). QUINTA: A question tagging assistant to improve the answering ratio in electronic forums. In EUROCON 2015 - International Conference on Computer as a Tool (EUROCON), IEEE, 1-6.

@inproceedings{,
  title="QUINTA: A question tagging assistant to improve the answering ratio in electronic forums",
  author="Charte, Francisco and Rivera, Antonio J. and del Jesus, Maria J. and Herrera, Francisco",
  booktitle="EUROCON 2015 - International Conference on Computer as a Tool (EUROCON), IEEE",
  year="2015",
  pages="1-6",
  month="Sept"
}

Concurrence plot

In this concurrence plot, sectors represent labels and links between them depict label co-occurrences. SCUMBLE is a measure designed to assess the concurrence among imbalanced labels.

Attributes

all attributes labels

numeric .. numeric ...1 numeric abroad numeric absorpt numeric academ numeric accept numeric accid numeric accur numeric achiev numeric acid numeric acidicsour numeric acpc numeric act numeric actaulli numeric activ numeric actual numeric acut numeric adapt numeric add numeric addict numeric addit numeric adjust numeric advanc numeric advantag numeric advers numeric advertis numeric advic numeric aerat numeric aeropress numeric affect numeric affili numeric aficionado numeric afternoon numeric aftertast numeric age numeric agent numeric agit numeric ago numeric agre numeric agricultur numeric aim numeric air numeric airtight numeric alert numeric allnight numeric allow numeric alpecin numeric alright numeric alter numeric altern numeric altitud numeric altogeth numeric alzheim numeric alzheimersorg numeric amazon numeric ambient numeric american numeric americano numeric amino numeric amount numeric amp numeric andor numeric andrew numeric anecdot numeric angl numeric annual numeric answer numeric antibacteria numeric antioxid numeric antoni numeric anymor numeric apart numeric appar numeric apparatus numeric appart numeric appeal numeric appear numeric appli numeric appreci numeric approxim numeric arabica numeric arcan numeric area numeric arent numeric argotec numeric argu numeric arm numeric aroma numeric aromafresh numeric array numeric art numeric articl numeric ask numeric aspect numeric aspir numeric assault numeric assembl numeric associ numeric assum numeric astronatur numeric ate numeric attach numeric attribut numeric austria numeric authoris numeric authorit numeric avail numeric avenu numeric aver numeric averag numeric avoid numeric awar numeric babi numeric backflush numeric background numeric backpack numeric bacteria numeric bad numeric bag numeric balloon numeric bamboo numeric bar numeric barber numeric barcod numeric barista numeric base numeric basic numeric basket numeric batch numeric bath numeric bean numeric bear numeric beauti numeric bed numeric been numeric belt numeric benefici numeric benefit numeric berri numeric betterqu numeric beverag numeric big numeric bigger numeric biggest numeric billion numeric bin numeric biscotti numeric bit numeric bitter numeric black numeric blade numeric blame numeric bleach numeric blend numeric blond numeric blood numeric bloom numeric blue numeric bodi numeric bodum numeric boil numeric boiler numeric bone numeric bonus numeric book numeric boost numeric border numeric bother numeric bottl numeric bottom numeric bought numeric boutiqu numeric box numeric brand numeric bread numeric break. numeric brevill numeric brew numeric brewer numeric bright numeric britain numeric british numeric broad numeric broke numeric broken numeric brought numeric brown numeric brush numeric bubbl numeric build numeric buildup numeric bulk numeric bullet numeric bulletproof numeric bunch numeric bunn numeric burn numeric burnt numeric busi numeric butter

(1686 more attributes)

tag_3-d-latte-art SCUMBLE 0.0572 tag_accidents SCUMBLE 0 tag_acids SCUMBLE 0.0395 tag_aeropress SCUMBLE 0.1967 tag_age SCUMBLE 0.4523 tag_aging SCUMBLE 0.4523 tag_arabica SCUMBLE 0.2547 tag_aroma SCUMBLE 0.171 tag_backflush SCUMBLE 0.2546 tag_bean-varieties SCUMBLE 0.2053 tag_beans SCUMBLE 0.2278 tag_biology SCUMBLE 0 tag_biscotti SCUMBLE 0 tag_boiling SCUMBLE 0.5591 tag_brewing-process SCUMBLE 0.2956 tag_burr-grinder SCUMBLE 0.3001 tag_caffeine SCUMBLE 0.1143 tag_cappuccino SCUMBLE 0.3835 tag_capsule SCUMBLE 0.221 tag_chemistry SCUMBLE 0.0395 tag_cholesterol SCUMBLE 0.5641 tag_cleaning-materials SCUMBLE 0.1392 tag_coffee-berries SCUMBLE 0.5011 tag_coffee-bloom SCUMBLE 0.5611 tag_cold-brew SCUMBLE 0.0957 tag_concentrate SCUMBLE 0.652 tag_confectionary SCUMBLE 0.5717 tag_cortado SCUMBLE 0.1835 tag_crema SCUMBLE 0.2545 tag_cup SCUMBLE 0.3024 tag_decaffeinated SCUMBLE 0.0534 tag_descaling SCUMBLE 0.4472 tag_digestion SCUMBLE 0 tag_diner SCUMBLE 0.652 tag_doser SCUMBLE 0.4097 tag_drip-brew SCUMBLE 0.1889 tag_egg-coffee SCUMBLE 0.5146 tag_equipment SCUMBLE 0.2251 tag_espresso SCUMBLE 0.2017 tag_espresso-machine SCUMBLE 0.2407 tag_extraction SCUMBLE 0.1608 tag_farming SCUMBLE 0 tag_filter SCUMBLE 0.0895 tag_flavor SCUMBLE 0.265 tag_flavored-coffee SCUMBLE 0.3157 tag_foamed-milk SCUMBLE 0.3295 tag_food SCUMBLE 0 tag_french-press SCUMBLE 0.1397 tag_germany SCUMBLE 0.0995 tag_greek-coffee SCUMBLE 0 tag_grinder SCUMBLE 0.1971 tag_ground-coffee SCUMBLE 0.1821 tag_grounds SCUMBLE 0.4333 tag_growing SCUMBLE 0.0421 tag_hard-water SCUMBLE 0.7398 tag_health SCUMBLE 0.1395 tag_history SCUMBLE 0.3663 tag_iced-coffee SCUMBLE 0.1931 tag_identify-this SCUMBLE 0.3337 tag_induction SCUMBLE 0.3361 tag_instant SCUMBLE 0.0893 tag_jacobs SCUMBLE 0.652 tag_keurig SCUMBLE 0 tag_kopiluwak SCUMBLE 0.4523 tag_la-pavoni SCUMBLE 0.5352 tag_latte SCUMBLE 0.1001 tag_latte-art SCUMBLE 0.0372 tag_liqueur SCUMBLE 0 tag_low-caffeine SCUMBLE 0.5176 tag_maintenance SCUMBLE 0.0904 tag_manufacturing SCUMBLE 0.134 tag_melange SCUMBLE 0.5505 tag_milk SCUMBLE 0.1241 tag_mixing SCUMBLE 0.327 tag_moka SCUMBLE 0.1663 tag_mouthfeel SCUMBLE 0.2478 tag_nel-drip SCUMBLE 0.4163 tag_nescafe SCUMBLE 0.134 tag_nespresso SCUMBLE 0.3044 tag_palate SCUMBLE 0.4409 tag_paper-filter SCUMBLE 0.1513 tag_peaberry SCUMBLE 0.5011 tag_percolator SCUMBLE 0.4453 tag_pixie SCUMBLE 0.3944 tag_pods SCUMBLE 0.6986 tag_portafilter SCUMBLE 0.6003 tag_pour-over SCUMBLE 0.2772 tag_presentation SCUMBLE 0.0995 tag_pressure SCUMBLE 0.6355 tag_quality SCUMBLE 0.4587 tag_rating SCUMBLE 0.2471 tag_recycling SCUMBLE 0.4333 tag_refrigeration SCUMBLE 0.5206 tag_reheating SCUMBLE 0 tag_resting SCUMBLE 0.3715 tag_roasting SCUMBLE 0.1951 tag_shots SCUMBLE 0 tag_single-serving SCUMBLE 0.1949 tag_siphon SCUMBLE 0.1929 tag_smell SCUMBLE 0.5206 tag_sorting SCUMBLE 0.3715 tag_specialty SCUMBLE 0.4523 tag_starbucks SCUMBLE 0.1522 tag_steamed-milk SCUMBLE 0.0629 tag_storage SCUMBLE 0.1468 tag_strength SCUMBLE 0.1403 tag_sugar SCUMBLE 0.2852 tag_syphon SCUMBLE 0.1929 tag_tamping SCUMBLE 0.1937 tag_tasting SCUMBLE 0.4409 tag_temperature SCUMBLE 0.2797 tag_terminology SCUMBLE 0.1086 tag_trade-association SCUMBLE 0.4982 tag_tradition SCUMBLE 0.5053 tag_turkish SCUMBLE 0.3847 tag_turkish-coffee SCUMBLE 0 tag_v60 SCUMBLE 0.5752 tag_vacuum-coffee-maker SCUMBLE 0.1929 tag_virtuoline SCUMBLE 0.4862 tag_vocabulary SCUMBLE 0.4409 tag_whole-bean SCUMBLE 0.1157 tag_yemenite-coffee SCUMBLE 0 tag_zero-gravity SCUMBLE 0.4472

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