stackex_cooking

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

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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	10491
Attributes	977
Inputs	577
Labels	400
Labelsets	6386
Single labelsets	5276
Max frequency	134
Cardinality	2.2248
Density	0.0056
Mean IR	37.8576
SCUMBLE	0.1933
TCS	21.1112

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 achiev numeric acid numeric add numeric addit numeric adjust numeric advanc numeric advic numeric affect numeric ago numeric air numeric alcohol numeric altern numeric amount numeric amp numeric andor numeric answer numeric appear numeric appl numeric appli numeric appreci numeric ask numeric assum numeric attempt numeric avoid numeric back numeric bacon numeric bad numeric bag numeric bake numeric base numeric basic numeric batch numeric batter numeric bean numeric beef numeric big numeric bit numeric bitter numeric black numeric blend numeric boil numeric bone numeric book numeric bottl numeric bottom numeric bought numeric bowl numeric box numeric brand numeric bread numeric break. numeric breast numeric brine numeric bring numeric broth numeric brown numeric bunch numeric burn numeric butter numeric buy numeric cake numeric call numeric can numeric care numeric carrot numeric case numeric cast numeric chang numeric check numeric chees numeric chef numeric chemic numeric chicken numeric chili numeric chip numeric chocol numeric chop numeric claim numeric clean numeric clear numeric close numeric coat numeric coffe numeric cold numeric color numeric combin numeric come numeric comment numeric common numeric compar numeric complet numeric concern numeric consid numeric consist numeric consum numeric contain numeric content numeric cook numeric cooker numeric cooki numeric cool numeric corn numeric correct numeric couldnt numeric coupl numeric cover numeric crack numeric cream numeric creat numeric crispi numeric crust numeric cup numeric curious numeric curri numeric cut numeric dark numeric date numeric day numeric decid numeric deep numeric degre numeric delici numeric depend numeric differ numeric difficult numeric dinner numeric direct numeric dish numeric doubl numeric dough numeric drain numeric dri numeric drink numeric drop numeric due numeric duplic numeric easi numeric easier numeric easili numeric eat numeric eaten numeric edibl numeric edit numeric effect numeric egg numeric electr numeric end numeric enjoy numeric even numeric expect numeric expens numeric experi numeric explain numeric extra numeric extract numeric fact numeric fair numeric fall numeric famili numeric fat numeric feel numeric figur numeric fill numeric final numeric find numeric fine numeric finish numeric firm numeric fish numeric flat numeric flavor numeric flavour numeric flour numeric foil numeric follow numeric food numeric form numeric found numeric free numeric freez numeric freezer numeric french numeric fresh numeric fri numeric fridg numeric friend numeric frozen numeric fruit numeric full numeric garlic numeric gas numeric gelatin numeric general numeric give numeric glass numeric gluten numeric good numeric googl numeric grain numeric great

(777 more attributes)

tag_acidity SCUMBLE 0.3029 tag_alcohol SCUMBLE 0.2013 tag_allergy SCUMBLE 0.3096 tag_almonds SCUMBLE 0.1954 tag_aluminum-cookware SCUMBLE 0.3327 tag_american-cuisine SCUMBLE 0.2619 tag_apples SCUMBLE 0.3039 tag_asian-cuisine SCUMBLE 0.1643 tag_avocados SCUMBLE 0.2906 tag_bacon SCUMBLE 0.1914 tag_bacteria SCUMBLE 0.345 tag_baking SCUMBLE 0.3699 tag_baking-powder SCUMBLE 0.4823 tag_baking-soda SCUMBLE 0.44 tag_bananas SCUMBLE 0.2695 tag_barbecue SCUMBLE 0.2938 tag_basics SCUMBLE 0.2003 tag_basil SCUMBLE 0.3349 tag_batter SCUMBLE 0.2613 tag_bbq SCUMBLE 0.145 tag_beans SCUMBLE 0.1747 tag_bechamel SCUMBLE 0.476 tag_beef SCUMBLE 0.2345 tag_beer SCUMBLE 0.2544 tag_beets SCUMBLE 0.3881 tag_bell-peppers SCUMBLE 0.3957 tag_beverages SCUMBLE 0.2134 tag_biscuits SCUMBLE 0.4636 tag_blanching SCUMBLE 0.3249 tag_blender SCUMBLE 0.3367 tag_blueberries SCUMBLE 0.4026 tag_boiling SCUMBLE 0.1327 tag_bones SCUMBLE 0.2296 tag_botulism SCUMBLE 0.5117 tag_braising SCUMBLE 0.3072 tag_bread SCUMBLE 0.2541 tag_breadcrumbs SCUMBLE 0.4246 tag_breakfast SCUMBLE 0.2929 tag_brining SCUMBLE 0.1792 tag_broccoli SCUMBLE 0.5 tag_broiler SCUMBLE 0.3449 tag_broth SCUMBLE 0.2259 tag_brown-sugar SCUMBLE 0.4374 tag_brownies SCUMBLE 0.4707 tag_budget-cooking SCUMBLE 0.2789 tag_bulk-cooking SCUMBLE 0.43 tag_butchering SCUMBLE 0.3905 tag_butter SCUMBLE 0.2175 tag_buttermilk SCUMBLE 0.4012 tag_cabbage SCUMBLE 0.305 tag_caffeine SCUMBLE 0.3921 tag_cake SCUMBLE 0.28 tag_calories SCUMBLE 0.3571 tag_camping SCUMBLE 0.2625 tag_candy SCUMBLE 0.168 tag_canning SCUMBLE 0.1873 tag_caramel SCUMBLE 0.2335 tag_caramelization SCUMBLE 0.2381 tag_carrots SCUMBLE 0.3627 tag_cast-iron SCUMBLE 0.2235 tag_catering SCUMBLE 0.3278 tag_cheese SCUMBLE 0.1987 tag_cheese-making SCUMBLE 0.2037 tag_cheesecake SCUMBLE 0.4061 tag_chemistry SCUMBLE 0.215 tag_chicken SCUMBLE 0.2426 tag_chicken-breast SCUMBLE 0.3353 tag_chicken-stock SCUMBLE 0.2764 tag_chickpeas SCUMBLE 0.2015 tag_chili SCUMBLE 0.1775 tag_chilies SCUMBLE 0.2068 tag_chilli SCUMBLE 0.2968 tag_chinese-cuisine SCUMBLE 0.1572 tag_chips SCUMBLE 0.3185 tag_chocolate SCUMBLE 0.2374 tag_cinnamon SCUMBLE 0.3292 tag_citrus SCUMBLE 0.3034 tag_cleaning SCUMBLE 0.2054 tag_cocktails SCUMBLE 0.1232 tag_cocoa SCUMBLE 0.5824 tag_coconut SCUMBLE 0.2177 tag_coffee SCUMBLE 0.1833 tag_color SCUMBLE 0.2665 tag_coloring SCUMBLE 0.3315 tag_condiments SCUMBLE 0.2046 tag_consistency SCUMBLE 0.344 tag_convection SCUMBLE 0.5089 tag_conversion SCUMBLE 0.252 tag_cookbook SCUMBLE 0.1352 tag_cookies SCUMBLE 0.2486 tag_cooking-myth SCUMBLE 0.3432 tag_cooking-time SCUMBLE 0.2104 tag_cookware SCUMBLE 0.2189 tag_corn SCUMBLE 0.2223 tag_cornstarch SCUMBLE 0.3656 tag_cream SCUMBLE 0.1956 tag_cream-cheese SCUMBLE 0.3629 tag_creme-brulee SCUMBLE 0.2699 tag_crepe SCUMBLE 0.3579 tag_crockpot SCUMBLE 0.2563 tag_crust SCUMBLE 0.3175 tag_culinary-uses SCUMBLE 0.1396 tag_cupcakes SCUMBLE 0.4259 tag_curing SCUMBLE 0.3141 tag_curry SCUMBLE 0.1559 tag_custard SCUMBLE 0.3226 tag_cut-of-meat SCUMBLE 0.2966 tag_cutting SCUMBLE 0.1994 tag_cutting-boards SCUMBLE 0.3845 tag_dairy SCUMBLE 0.2815 tag_dairy-free SCUMBLE 0.3837 tag_decorating SCUMBLE 0.3808 tag_deep-frying SCUMBLE 0.1925 tag_defrosting SCUMBLE 0.3065 tag_dehydrating SCUMBLE 0.2229 tag_dessert SCUMBLE 0.2183 tag_dough SCUMBLE 0.2066 tag_drinks SCUMBLE 0.1524 tag_drying SCUMBLE 0.3149 tag_duck SCUMBLE 0.2459 tag_dumplings SCUMBLE 0.206 tag_dutch-oven SCUMBLE 0.4055 tag_egg-whites SCUMBLE 0.3382 tag_eggplant SCUMBLE 0.3076 tag_eggs SCUMBLE 0.2987 tag_electric-stoves SCUMBLE 0.2251 tag_emulsion SCUMBLE 0.264 tag_equipment SCUMBLE 0.3354 tag_espresso SCUMBLE 0.2844 tag_extracts SCUMBLE 0.1896 tag_fats SCUMBLE 0.2193 tag_fermentation SCUMBLE 0.1927 tag_fire SCUMBLE 0.2983 tag_fish SCUMBLE 0.1459 tag_flavor SCUMBLE 0.2154 tag_flour SCUMBLE 0.2436 tag_foam SCUMBLE 0.2316 tag_fondant SCUMBLE 0.4782 tag_food-history SCUMBLE 0.348 tag_food-identification SCUMBLE 0.1341 tag_food-preservation SCUMBLE 0.1935 tag_food-processing SCUMBLE 0.3292 tag_food-safety SCUMBLE 0.3159 tag_food-science SCUMBLE 0.2122 tag_food-transport SCUMBLE 0.3998 tag_freezing SCUMBLE 0.199 tag_french-cuisine SCUMBLE 0.2801 tag_french-fries SCUMBLE 0.31 tag_french-press SCUMBLE 0.4619 tag_fresh SCUMBLE 0.235 tag_frosting SCUMBLE 0.4054 tag_frozen SCUMBLE 0.2043 tag_fruit SCUMBLE 0.2427 tag_frying SCUMBLE 0.2108 tag_frying-pan SCUMBLE 0.3084 tag_fudge SCUMBLE 0.2326 tag_ganache SCUMBLE 0.3474 tag_garlic SCUMBLE 0.1593 tag_gas SCUMBLE 0.2748 tag_gelatin SCUMBLE 0.2316 tag_gelling-agents SCUMBLE 0.2502 tag_ginger SCUMBLE 0.2338 tag_glass SCUMBLE 0.2938 tag_gluten-free SCUMBLE 0.2478 tag_grains SCUMBLE 0.3092 tag_gravy SCUMBLE 0.2866 tag_greens SCUMBLE 0.2209 tag_grilling SCUMBLE 0.1637 tag_grinding SCUMBLE 0.3274 tag_ground-beef SCUMBLE 0.2413 tag_ham SCUMBLE 0.2583 tag_hamburgers SCUMBLE 0.1618 tag_hard-boiled-eggs SCUMBLE 0.4424 tag_heat SCUMBLE 0.217 tag_herbs SCUMBLE 0.1585 tag_history SCUMBLE 0.2667 tag_honey SCUMBLE 0.2526 tag_hot SCUMBLE 0.4656 tag_ice-cream SCUMBLE 0.1629 tag_icing SCUMBLE 0.2823 tag_indian-cuisine SCUMBLE 0.1315 tag_induction SCUMBLE 0.3589 tag_infusion SCUMBLE 0.3034 tag_ingredient-selection SCUMBLE 0.1658 tag_italian-cuisine SCUMBLE 0.216 tag_jam SCUMBLE 0.2361 tag_japanese-cuisine SCUMBLE 0.144 tag_jelly SCUMBLE 0.311 tag_jerky SCUMBLE 0.356 tag_juice SCUMBLE 0.167 tag_juicing SCUMBLE 0.2475 tag_kneading SCUMBLE 0.5136 tag_knife-skills SCUMBLE 0.1346 tag_knives SCUMBLE 0.2645 tag_kosher SCUMBLE 0.4525 tag_lamb SCUMBLE 0.1702 tag_language SCUMBLE 0.1317 tag_lasagna SCUMBLE 0.3264 tag_learning SCUMBLE 0.2648 tag_lemon SCUMBLE 0.2535 tag_lemon-juice SCUMBLE 0.4395 tag_lentils SCUMBLE 0.2093 tag_lettuce SCUMBLE 0.3455 tag_low-carb SCUMBLE 0.322 tag_low-fat SCUMBLE 0.3582 tag_maintenance SCUMBLE 0.3524 tag_mango SCUMBLE 0.2445 tag_maple-syrup SCUMBLE 0.5469 tag_marinade SCUMBLE 0.1966 tag_marshmallow SCUMBLE 0.3551 tag_mayonnaise SCUMBLE 0.2277 tag_measurements SCUMBLE 0.1971 tag_meat SCUMBLE 0.2623 tag_meatballs SCUMBLE 0.3944 tag_melting SCUMBLE 0.3899 tag_melting-chocolate SCUMBLE 0.3186 tag_menu-planning SCUMBLE 0.1362 tag_meringue SCUMBLE 0.3315 tag_mexican-cuisine SCUMBLE 0.1506 tag_microwave SCUMBLE 0.1558 tag_middle-eastern-cuisine SCUMBLE 0.2047 tag_milk SCUMBLE 0.2149 tag_mint SCUMBLE 0.3652 tag_mixing SCUMBLE 0.319 tag_moisture SCUMBLE 0.4891 tag_mold SCUMBLE 0.3791 tag_molecular-gastronomy SCUMBLE 0.1392 tag_mousse SCUMBLE 0.4527 tag_mozzarella SCUMBLE 0.3914 tag_muffins SCUMBLE 0.3301 tag_mushrooms SCUMBLE 0.1828 tag_mustard SCUMBLE 0.2966 tag_non-stick SCUMBLE 0.2873 tag_noodles SCUMBLE 0.1217 tag_nutrition SCUMBLE 0.1241 tag_nuts SCUMBLE 0.1828 tag_oats SCUMBLE 0.269 tag_oil SCUMBLE 0.202 tag_olive-oil SCUMBLE 0.2708 tag_omelette SCUMBLE 0.4193 tag_onions SCUMBLE 0.1329 tag_oranges SCUMBLE 0.2573 tag_organic SCUMBLE 0.318 tag_organization SCUMBLE 0.1873 tag_oven SCUMBLE 0.2592 tag_paella SCUMBLE 0.3507 tag_pairing SCUMBLE 0.2188 tag_pan SCUMBLE 0.241 tag_pancake SCUMBLE 0.2027 tag_pancakes SCUMBLE 0.2994 tag_pasta SCUMBLE 0.1394 tag_pasteurization SCUMBLE 0.529 tag_pastry SCUMBLE 0.2604 tag_peanuts SCUMBLE 0.2811 tag_pectin SCUMBLE 0.3009 tag_peeling SCUMBLE 0.2471 tag_pepper SCUMBLE 0.3919 tag_peppers SCUMBLE 0.1558 tag_pickling SCUMBLE 0.1783 tag_pie SCUMBLE 0.2517 tag_pineapple SCUMBLE 0.3748 tag_pizza SCUMBLE 0.1612 tag_pizza-stone SCUMBLE 0.382 tag_please-remove-this-tag SCUMBLE 0.1887 tag_poaching SCUMBLE 0.5098 tag_polenta SCUMBLE 0.4005 tag_popcorn SCUMBLE 0.1896 tag_pork SCUMBLE 0.159 tag_pot SCUMBLE 0.2889 tag_pot-roast SCUMBLE 0.3976 tag_potatoes SCUMBLE 0.1795 tag_preparation SCUMBLE 0.1705 tag_presentation SCUMBLE 0.1706 tag_pressure-cooker SCUMBLE 0.2293 tag_pudding SCUMBLE 0.3673 tag_puff-pastry SCUMBLE 0.3096 tag_pumpkin SCUMBLE 0.248 tag_quiche SCUMBLE 0.6011 tag_quickbread SCUMBLE 0.3449 tag_quinoa SCUMBLE 0.453 tag_raw SCUMBLE 0.2738 tag_raw-meat SCUMBLE 0.4184 tag_recipe-scaling SCUMBLE 0.2521 tag_reduction SCUMBLE 0.4195 tag_refrigerator SCUMBLE 0.2202 tag_reheating SCUMBLE 0.1801 tag_resources SCUMBLE 0.1539 tag_restaurant SCUMBLE 0.3638 tag_restaurant-mimicry SCUMBLE 0.146 tag_ribs SCUMBLE 0.2049 tag_rice SCUMBLE 0.1642 tag_rice-cooker SCUMBLE 0.2332 tag_ripe SCUMBLE 0.281 tag_rising SCUMBLE 0.5323 tag_risotto SCUMBLE 0.2911 tag_roast SCUMBLE 0.1891 tag_roast-beef SCUMBLE 0.3817 tag_roasting SCUMBLE 0.1848 tag_roux SCUMBLE 0.237 tag_safety SCUMBLE 0.2602 tag_salad SCUMBLE 0.1636 tag_salad-dressing SCUMBLE 0.2543 tag_salmon SCUMBLE 0.2607 tag_salsa SCUMBLE 0.2962 tag_salt SCUMBLE 0.1721 tag_sandwich SCUMBLE 0.3825 tag_sauce SCUMBLE 0.2349 tag_sausages SCUMBLE 0.1662 tag_sauteing SCUMBLE 0.1761 tag_scrambled-eggs SCUMBLE 0.431 tag_seafood SCUMBLE 0.1764 tag_seasoning SCUMBLE 0.1559 tag_seasoning-pans SCUMBLE 0.1904 tag_seeds SCUMBLE 0.1378 tag_serving SCUMBLE 0.394 tag_serving-suggestion SCUMBLE 0.3426 tag_sharpening SCUMBLE 0.3509 tag_shellfish SCUMBLE 0.388 tag_shopping SCUMBLE 0.1596 tag_shortening SCUMBLE 0.4664 tag_shrimp SCUMBLE 0.1772 tag_skillet SCUMBLE 0.4951 tag_skin SCUMBLE 0.3005 tag_slow-cooking SCUMBLE 0.1636 tag_smell SCUMBLE 0.2902 tag_smoking SCUMBLE 0.1474 tag_smoothie SCUMBLE 0.2694 tag_soaking SCUMBLE 0.2889 tag_soda SCUMBLE 0.2928 tag_sorbet SCUMBLE 0.3067 tag_souffle SCUMBLE 0.5013 tag_soup SCUMBLE 0.1554 tag_sourdough SCUMBLE 0.3274 tag_sous-vide SCUMBLE 0.175 tag_soy SCUMBLE 0.2548 tag_soymilk SCUMBLE 0.1944 tag_spaghetti SCUMBLE 0.3381 tag_spanish-cuisine SCUMBLE 0.288 tag_spherification SCUMBLE 0.2167 tag_spices SCUMBLE 0.1767 tag_spicy-hot SCUMBLE 0.1505 tag_spinach SCUMBLE 0.3117 tag_spoilage SCUMBLE 0.261 tag_sponge-cake SCUMBLE 0.5978 tag_squash SCUMBLE 0.3099 tag_stainless-steel SCUMBLE 0.3286 tag_stand-mixer SCUMBLE 0.5148 tag_starch SCUMBLE 0.4048 tag_starter SCUMBLE 0.4077 tag_steak SCUMBLE 0.1599 tag_steaming SCUMBLE 0.1725 tag_stews SCUMBLE 0.2021 tag_stir-fry SCUMBLE 0.2717 tag_stock SCUMBLE 0.1497 tag_storage SCUMBLE 0.2174 tag_storage-lifetime SCUMBLE 0.216 tag_storage-method SCUMBLE 0.2612 tag_stove SCUMBLE 0.2341 tag_strawberries SCUMBLE 0.2274 tag_substitutions SCUMBLE 0.35 tag_sugar SCUMBLE 0.2234 tag_sushi SCUMBLE 0.1659 tag_sweet-potato SCUMBLE 0.4158 tag_syrup SCUMBLE 0.2473 tag_tea SCUMBLE 0.124 tag_temperature SCUMBLE 0.1912 tag_tempering SCUMBLE 0.4165 tag_tenderizing SCUMBLE 0.3537 tag_texture SCUMBLE 0.1994 tag_thai-cuisine SCUMBLE 0.1647 tag_thanksgiving SCUMBLE 0.2275 tag_thermometer SCUMBLE 0.565 tag_thickening SCUMBLE 0.2097 tag_toffee SCUMBLE 0.3494 tag_tofu SCUMBLE 0.1261 tag_tomatoes SCUMBLE 0.1622 tag_tortilla SCUMBLE 0.2492 tag_truffles SCUMBLE 0.2276 tag_turkey SCUMBLE 0.1565 tag_turkish-cuisine SCUMBLE 0.4019 tag_untagged SCUMBLE 0.024 tag_utensils SCUMBLE 0.25 tag_vacuum SCUMBLE 0.3848 tag_vanilla SCUMBLE 0.2564 tag_veal SCUMBLE 0.3561 tag_vegan SCUMBLE 0.2226 tag_vegetables SCUMBLE 0.2045 tag_vegetarian SCUMBLE 0.1963 tag_vinegar SCUMBLE 0.2084 tag_vodka SCUMBLE 0.2368 tag_waffle SCUMBLE 0.3547 tag_washing SCUMBLE 0.3883 tag_water SCUMBLE 0.2152 tag_wheat SCUMBLE 0.3518 tag_whipped-cream SCUMBLE 0.2208 tag_whipper SCUMBLE 0.2918 tag_wine SCUMBLE 0.1548 tag_wok SCUMBLE 0.2817 tag_yeast SCUMBLE 0.2659 tag_yogurt SCUMBLE 0.1289

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