Data
scene

scene

active ARFF Publicly available Visibility: public Uploaded 03-04-2019 by Quay Au
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  • 2019_multioutput_paper_benchmark_data
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Multi-label dataset. The scene dataset is an image classification task where labels like Beach, Mountain, Field, Urban are assigned to each image.

300 features

Beach (target)nominal2 unique values
0 missing
Sunset (target)nominal2 unique values
0 missing
FallFoliage (target)nominal2 unique values
0 missing
Field (target)nominal2 unique values
0 missing
Mountain (target)nominal2 unique values
0 missing
Urban (target)nominal2 unique values
0 missing
Att1numeric2349 unique values
0 missing
Att257numeric2340 unique values
0 missing
Att2numeric2346 unique values
0 missing
Att258numeric2336 unique values
0 missing
Att3numeric2354 unique values
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Att259numeric2344 unique values
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Att4numeric2343 unique values
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Att260numeric2347 unique values
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Att5numeric2346 unique values
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Att261numeric2358 unique values
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Att6numeric2346 unique values
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Att262numeric2352 unique values
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Att7numeric2345 unique values
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Att263numeric2343 unique values
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Att8numeric2349 unique values
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Att264numeric2343 unique values
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Att9numeric2369 unique values
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Att265numeric2345 unique values
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Att10numeric2361 unique values
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Att266numeric2353 unique values
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Att11numeric2363 unique values
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Att267numeric2344 unique values
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Att12numeric2372 unique values
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Att268numeric2338 unique values
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Att13numeric2370 unique values
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Att269numeric2347 unique values
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Att14numeric2365 unique values
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Att270numeric2341 unique values
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Att15numeric2370 unique values
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Att271numeric2331 unique values
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Att16numeric2378 unique values
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Att272numeric2342 unique values
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Att17numeric2382 unique values
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Att273numeric2349 unique values
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Att18numeric2379 unique values
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Att274numeric2361 unique values
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Att19numeric2381 unique values
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Att275numeric2354 unique values
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Att20numeric2380 unique values
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Att276numeric2347 unique values
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Att21numeric2371 unique values
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Att277numeric2359 unique values
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Att22numeric2367 unique values
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Att278numeric2356 unique values
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Att23numeric2375 unique values
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Att279numeric2366 unique values
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Att24numeric2383 unique values
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Att280numeric2356 unique values
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Att25numeric2385 unique values
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Att281numeric2364 unique values
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Att26numeric2383 unique values
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Att282numeric2361 unique values
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Att27numeric2381 unique values
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Att283numeric2358 unique values
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Att28numeric2366 unique values
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Att284numeric2361 unique values
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Att29numeric2360 unique values
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Att285numeric2370 unique values
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Att30numeric2378 unique values
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Att286numeric2366 unique values
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Att31numeric2380 unique values
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Att287numeric2357 unique values
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Att32numeric2385 unique values
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Att288numeric2347 unique values
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Att33numeric2380 unique values
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Att289numeric2354 unique values
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Att34numeric2362 unique values
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Att290numeric2357 unique values
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Att35numeric2351 unique values
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Att291numeric2346 unique values
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Att36numeric2336 unique values
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Att292numeric2368 unique values
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Att37numeric2356 unique values
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Att293numeric2359 unique values
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Att38numeric2367 unique values
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Att294numeric2354 unique values
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Att39numeric2374 unique values
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Att40numeric2366 unique values
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Att41numeric2350 unique values
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Att42numeric2333 unique values
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Att43numeric2280 unique values
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Att44numeric2307 unique values
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Att45numeric2327 unique values
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Att46numeric2324 unique values
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Att47numeric2319 unique values
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Att48numeric2301 unique values
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Att49numeric2277 unique values
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Att52numeric2243 unique values
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Att54numeric2255 unique values
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Att55numeric2249 unique values
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Att56numeric2277 unique values
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Att57numeric2317 unique values
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Att58numeric2330 unique values
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Att62numeric2326 unique values
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Att63numeric2311 unique values
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Att64numeric2359 unique values
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Att65numeric2362 unique values
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Att66numeric2357 unique values
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Att67numeric2366 unique values
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Att68numeric2357 unique values
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Att69numeric2360 unique values
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Att70numeric2350 unique values
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Att71numeric2350 unique values
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Att72numeric2361 unique values
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Att73numeric2371 unique values
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Att74numeric2373 unique values
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Att75numeric2373 unique values
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Att76numeric2364 unique values
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Att77numeric2361 unique values
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Att78numeric2365 unique values
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Att79numeric2358 unique values
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Att80numeric2368 unique values
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Att81numeric2362 unique values
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Att82numeric2369 unique values
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Att83numeric2352 unique values
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Att84numeric2370 unique values
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Att85numeric2354 unique values
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Att86numeric2348 unique values
0 missing
Att87numeric2352 unique values
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Att88numeric2354 unique values
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Att89numeric2356 unique values
0 missing
Att90numeric2348 unique values
0 missing
Att91numeric2353 unique values
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Att92numeric2326 unique values
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Att93numeric2334 unique values
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Att94numeric2345 unique values
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Att95numeric2342 unique values
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Att96numeric2343 unique values
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Att97numeric2338 unique values
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Att98numeric2322 unique values
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Att99numeric2198 unique values
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Att100numeric2210 unique values
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Att101numeric2225 unique values
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Att102numeric2217 unique values
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Att103numeric2213 unique values
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Att104numeric2221 unique values
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Att105numeric2219 unique values
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Att106numeric2256 unique values
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Att107numeric2276 unique values
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Att108numeric2274 unique values
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Att109numeric2264 unique values
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Att110numeric2270 unique values
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Att111numeric2273 unique values
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Att112numeric2267 unique values
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Att113numeric2294 unique values
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Att114numeric2305 unique values
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Att115numeric2305 unique values
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Att116numeric2317 unique values
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Att117numeric2300 unique values
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Att118numeric2311 unique values
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Att119numeric2288 unique values
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Att120numeric2311 unique values
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Att121numeric2317 unique values
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Att122numeric2312 unique values
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Att125numeric2315 unique values
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Att126numeric2307 unique values
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Att127numeric2322 unique values
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Att128numeric2327 unique values
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Att129numeric2329 unique values
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Att130numeric2325 unique values
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Att131numeric2328 unique values
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Att133numeric2329 unique values
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Att134numeric2343 unique values
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Att135numeric2342 unique values
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Att137numeric2317 unique values
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Att158numeric2292 unique values
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Att160numeric2287 unique values
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Att161numeric2252 unique values
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Att171numeric2353 unique values
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Att172numeric2336 unique values
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Att173numeric2342 unique values
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Att174numeric2342 unique values
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Att175numeric2324 unique values
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Att176numeric2342 unique values
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Att177numeric2348 unique values
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Att178numeric2336 unique values
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Att179numeric2338 unique values
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Att180numeric2346 unique values
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Att181numeric2344 unique values
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Att182numeric2339 unique values
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Att183numeric2321 unique values
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Att185numeric2332 unique values
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Att186numeric2338 unique values
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Att188numeric2323 unique values
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Att189numeric2329 unique values
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Att190numeric2293 unique values
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Att191numeric2309 unique values
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Att192numeric2292 unique values
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Att193numeric2294 unique values
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Att194numeric2301 unique values
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Att195numeric2294 unique values
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Att196numeric2273 unique values
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Att197numeric2103 unique values
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Att198numeric2096 unique values
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Att199numeric2098 unique values
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Att200numeric2115 unique values
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Att201numeric2092 unique values
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Att202numeric2089 unique values
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Att203numeric2100 unique values
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Att204numeric2200 unique values
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Att205numeric2191 unique values
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Att206numeric2196 unique values
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Att207numeric2201 unique values
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Att208numeric2206 unique values
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Att209numeric2210 unique values
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Att210numeric2220 unique values
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Att211numeric2245 unique values
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Att212numeric2237 unique values
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Att213numeric2267 unique values
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Att214numeric2260 unique values
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Att215numeric2255 unique values
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Att216numeric2248 unique values
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Att217numeric2251 unique values
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Att218numeric2269 unique values
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Att219numeric2277 unique values
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Att220numeric2274 unique values
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Att221numeric2275 unique values
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Att222numeric2280 unique values
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Att223numeric2288 unique values
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Att224numeric2266 unique values
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Att225numeric2277 unique values
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Att227numeric2278 unique values
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Att228numeric2275 unique values
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Att229numeric2273 unique values
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Att230numeric2270 unique values
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Att231numeric2280 unique values
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Att232numeric2268 unique values
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Att233numeric2256 unique values
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Att234numeric2271 unique values
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Att235numeric2247 unique values
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Att236numeric2241 unique values
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Att237numeric2260 unique values
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Att238numeric2263 unique values
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Att239numeric2232 unique values
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Att240numeric2234 unique values
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Att241numeric2240 unique values
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Att242numeric2241 unique values
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Att243numeric2236 unique values
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Att244numeric2233 unique values
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Att245numeric2236 unique values
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Att246numeric2327 unique values
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Att247numeric2312 unique values
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Att248numeric2293 unique values
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Att249numeric2284 unique values
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Att250numeric2294 unique values
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Att251numeric2297 unique values
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Att252numeric2307 unique values
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Att253numeric2333 unique values
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Att254numeric2330 unique values
0 missing
Att255numeric2342 unique values
0 missing
Att256numeric2333 unique values
0 missing

62 properties

2407
Number of instances (rows) of the dataset.
300
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
294
Number of numeric attributes.
6
Number of nominal attributes.
0.05
First quartile of skewness among attributes of the numeric type.
0.31
Mean of means among attributes of the numeric type.
0.16
First quartile of standard deviation of attributes of the numeric type.
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
Second quartile (Median) of entropy among attributes.
Entropy of the target attribute values.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
2.39
Second quartile (Median) of kurtosis among attributes of the numeric type.
0.12
Number of attributes divided by the number of instances.
2
Average number of distinct values among the attributes of the nominal type.
0.27
Second quartile (Median) of means among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
1.69
Mean skewness among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Percentage of instances belonging to the most frequent class.
0.18
Mean standard deviation of attributes of the numeric type.
1.34
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
2
Percentage of binary attributes.
0.19
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
-0.75
Minimum kurtosis among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
76.68
Maximum kurtosis among attributes of the numeric type.
0.03
Minimum of means among attributes of the numeric type.
0
Percentage of missing values.
6.96
Third quartile of kurtosis among attributes of the numeric type.
0.72
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
98
Percentage of numeric attributes.
0.51
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
2
The minimal number of distinct values among attributes of the nominal type.
2
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
2
The maximum number of distinct values among attributes of the nominal type.
-0.85
Minimum skewness among attributes of the numeric type.
First quartile of entropy among attributes.
2.45
Third quartile of skewness among attributes of the numeric type.
7.31
Maximum skewness among attributes of the numeric type.
0.07
Minimum standard deviation of attributes of the numeric type.
0.26
First quartile of kurtosis among attributes of the numeric type.
0.21
Third quartile of standard deviation of attributes of the numeric type.
0.26
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0.13
First quartile of means among attributes of the numeric type.
0
Standard deviation of the number of distinct values among attributes of the nominal type.
Average entropy of the attributes.
6
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
8.19
Mean kurtosis among attributes of the numeric type.

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