Data
scene

scene

active ARFF Publicly available Visibility: public Uploaded 03-04-2019 by Quay Au
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
  • 2019_multioutput_paper_benchmark_data Politics Social Media
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
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
0 missing
Att259numeric2344 unique values
0 missing
Att4numeric2343 unique values
0 missing
Att260numeric2347 unique values
0 missing
Att5numeric2346 unique values
0 missing
Att261numeric2358 unique values
0 missing
Att6numeric2346 unique values
0 missing
Att262numeric2352 unique values
0 missing
Att7numeric2345 unique values
0 missing
Att263numeric2343 unique values
0 missing
Att8numeric2349 unique values
0 missing
Att264numeric2343 unique values
0 missing
Att9numeric2369 unique values
0 missing
Att265numeric2345 unique values
0 missing
Att10numeric2361 unique values
0 missing
Att266numeric2353 unique values
0 missing
Att11numeric2363 unique values
0 missing
Att267numeric2344 unique values
0 missing
Att12numeric2372 unique values
0 missing
Att268numeric2338 unique values
0 missing
Att13numeric2370 unique values
0 missing
Att269numeric2347 unique values
0 missing
Att14numeric2365 unique values
0 missing
Att270numeric2341 unique values
0 missing
Att15numeric2370 unique values
0 missing
Att271numeric2331 unique values
0 missing
Att16numeric2378 unique values
0 missing
Att272numeric2342 unique values
0 missing
Att17numeric2382 unique values
0 missing
Att273numeric2349 unique values
0 missing
Att18numeric2379 unique values
0 missing
Att274numeric2361 unique values
0 missing
Att19numeric2381 unique values
0 missing
Att275numeric2354 unique values
0 missing
Att20numeric2380 unique values
0 missing
Att276numeric2347 unique values
0 missing
Att21numeric2371 unique values
0 missing
Att277numeric2359 unique values
0 missing
Att22numeric2367 unique values
0 missing
Att278numeric2356 unique values
0 missing
Att23numeric2375 unique values
0 missing
Att279numeric2366 unique values
0 missing
Att24numeric2383 unique values
0 missing
Att280numeric2356 unique values
0 missing
Att25numeric2385 unique values
0 missing
Att281numeric2364 unique values
0 missing
Att26numeric2383 unique values
0 missing
Att282numeric2361 unique values
0 missing
Att27numeric2381 unique values
0 missing
Att283numeric2358 unique values
0 missing
Att28numeric2366 unique values
0 missing
Att284numeric2361 unique values
0 missing
Att29numeric2360 unique values
0 missing
Att285numeric2370 unique values
0 missing
Att30numeric2378 unique values
0 missing
Att286numeric2366 unique values
0 missing
Att31numeric2380 unique values
0 missing
Att287numeric2357 unique values
0 missing
Att32numeric2385 unique values
0 missing
Att288numeric2347 unique values
0 missing
Att33numeric2380 unique values
0 missing
Att289numeric2354 unique values
0 missing
Att34numeric2362 unique values
0 missing
Att290numeric2357 unique values
0 missing
Att35numeric2351 unique values
0 missing
Att291numeric2346 unique values
0 missing
Att36numeric2336 unique values
0 missing
Att292numeric2368 unique values
0 missing
Att37numeric2356 unique values
0 missing
Att293numeric2359 unique values
0 missing
Att38numeric2367 unique values
0 missing
Att294numeric2354 unique values
0 missing
Att39numeric2374 unique values
0 missing
Att40numeric2366 unique values
0 missing
Att41numeric2350 unique values
0 missing
Att42numeric2333 unique values
0 missing
Att43numeric2280 unique values
0 missing
Att44numeric2307 unique values
0 missing
Att45numeric2327 unique values
0 missing
Att46numeric2324 unique values
0 missing
Att47numeric2319 unique values
0 missing
Att48numeric2301 unique values
0 missing
Att49numeric2277 unique values
0 missing
Att50numeric2278 unique values
0 missing
Att51numeric2241 unique values
0 missing
Att52numeric2243 unique values
0 missing
Att53numeric2258 unique values
0 missing
Att54numeric2255 unique values
0 missing
Att55numeric2249 unique values
0 missing
Att56numeric2277 unique values
0 missing
Att57numeric2317 unique values
0 missing
Att58numeric2330 unique values
0 missing
Att59numeric2334 unique values
0 missing
Att60numeric2322 unique values
0 missing
Att61numeric2333 unique values
0 missing
Att62numeric2326 unique values
0 missing
Att63numeric2311 unique values
0 missing
Att64numeric2359 unique values
0 missing
Att65numeric2362 unique values
0 missing
Att66numeric2357 unique values
0 missing
Att67numeric2366 unique values
0 missing
Att68numeric2357 unique values
0 missing
Att69numeric2360 unique values
0 missing
Att70numeric2350 unique values
0 missing
Att71numeric2350 unique values
0 missing
Att72numeric2361 unique values
0 missing
Att73numeric2371 unique values
0 missing
Att74numeric2373 unique values
0 missing
Att75numeric2373 unique values
0 missing
Att76numeric2364 unique values
0 missing
Att77numeric2361 unique values
0 missing
Att78numeric2365 unique values
0 missing
Att79numeric2358 unique values
0 missing
Att80numeric2368 unique values
0 missing
Att81numeric2362 unique values
0 missing
Att82numeric2369 unique values
0 missing
Att83numeric2352 unique values
0 missing
Att84numeric2370 unique values
0 missing
Att85numeric2354 unique values
0 missing
Att86numeric2348 unique values
0 missing
Att87numeric2352 unique values
0 missing
Att88numeric2354 unique values
0 missing
Att89numeric2356 unique values
0 missing
Att90numeric2348 unique values
0 missing
Att91numeric2353 unique values
0 missing
Att92numeric2326 unique values
0 missing
Att93numeric2334 unique values
0 missing
Att94numeric2345 unique values
0 missing
Att95numeric2342 unique values
0 missing
Att96numeric2343 unique values
0 missing
Att97numeric2338 unique values
0 missing
Att98numeric2322 unique values
0 missing
Att99numeric2198 unique values
0 missing
Att100numeric2210 unique values
0 missing
Att101numeric2225 unique values
0 missing
Att102numeric2217 unique values
0 missing
Att103numeric2213 unique values
0 missing
Att104numeric2221 unique values
0 missing
Att105numeric2219 unique values
0 missing
Att106numeric2256 unique values
0 missing
Att107numeric2276 unique values
0 missing
Att108numeric2274 unique values
0 missing
Att109numeric2264 unique values
0 missing
Att110numeric2270 unique values
0 missing
Att111numeric2273 unique values
0 missing
Att112numeric2267 unique values
0 missing
Att113numeric2294 unique values
0 missing
Att114numeric2305 unique values
0 missing
Att115numeric2305 unique values
0 missing
Att116numeric2317 unique values
0 missing
Att117numeric2300 unique values
0 missing
Att118numeric2311 unique values
0 missing
Att119numeric2288 unique values
0 missing
Att120numeric2311 unique values
0 missing
Att121numeric2317 unique values
0 missing
Att122numeric2312 unique values
0 missing
Att123numeric2324 unique values
0 missing
Att124numeric2308 unique values
0 missing
Att125numeric2315 unique values
0 missing
Att126numeric2307 unique values
0 missing
Att127numeric2322 unique values
0 missing
Att128numeric2327 unique values
0 missing
Att129numeric2329 unique values
0 missing
Att130numeric2325 unique values
0 missing
Att131numeric2328 unique values
0 missing
Att132numeric2324 unique values
0 missing
Att133numeric2329 unique values
0 missing
Att134numeric2343 unique values
0 missing
Att135numeric2342 unique values
0 missing
Att136numeric2338 unique values
0 missing
Att137numeric2317 unique values
0 missing
Att138numeric2329 unique values
0 missing
Att139numeric2329 unique values
0 missing
Att140numeric2337 unique values
0 missing
Att141numeric2316 unique values
0 missing
Att142numeric2329 unique values
0 missing
Att143numeric2331 unique values
0 missing
Att144numeric2313 unique values
0 missing
Att145numeric2324 unique values
0 missing
Att146numeric2328 unique values
0 missing
Att147numeric2304 unique values
0 missing
Att148numeric2150 unique values
0 missing
Att149numeric2127 unique values
0 missing
Att150numeric2135 unique values
0 missing
Att151numeric2100 unique values
0 missing
Att152numeric2106 unique values
0 missing
Att153numeric2123 unique values
0 missing
Att154numeric2179 unique values
0 missing
Att155numeric2255 unique values
0 missing
Att156numeric2271 unique values
0 missing
Att157numeric2265 unique values
0 missing
Att158numeric2292 unique values
0 missing
Att159numeric2265 unique values
0 missing
Att160numeric2287 unique values
0 missing
Att161numeric2252 unique values
0 missing
Att162numeric2309 unique values
0 missing
Att163numeric2335 unique values
0 missing
Att164numeric2330 unique values
0 missing
Att165numeric2320 unique values
0 missing
Att166numeric2329 unique values
0 missing
Att167numeric2323 unique values
0 missing
Att168numeric2329 unique values
0 missing
Att169numeric2337 unique values
0 missing
Att170numeric2326 unique values
0 missing
Att171numeric2353 unique values
0 missing
Att172numeric2336 unique values
0 missing
Att173numeric2342 unique values
0 missing
Att174numeric2342 unique values
0 missing
Att175numeric2324 unique values
0 missing
Att176numeric2342 unique values
0 missing
Att177numeric2348 unique values
0 missing
Att178numeric2336 unique values
0 missing
Att179numeric2338 unique values
0 missing
Att180numeric2346 unique values
0 missing
Att181numeric2344 unique values
0 missing
Att182numeric2339 unique values
0 missing
Att183numeric2321 unique values
0 missing
Att184numeric2339 unique values
0 missing
Att185numeric2332 unique values
0 missing
Att186numeric2338 unique values
0 missing
Att187numeric2343 unique values
0 missing
Att188numeric2323 unique values
0 missing
Att189numeric2329 unique values
0 missing
Att190numeric2293 unique values
0 missing
Att191numeric2309 unique values
0 missing
Att192numeric2292 unique values
0 missing
Att193numeric2294 unique values
0 missing
Att194numeric2301 unique values
0 missing
Att195numeric2294 unique values
0 missing
Att196numeric2273 unique values
0 missing
Att197numeric2103 unique values
0 missing
Att198numeric2096 unique values
0 missing
Att199numeric2098 unique values
0 missing
Att200numeric2115 unique values
0 missing
Att201numeric2092 unique values
0 missing
Att202numeric2089 unique values
0 missing
Att203numeric2100 unique values
0 missing
Att204numeric2200 unique values
0 missing
Att205numeric2191 unique values
0 missing
Att206numeric2196 unique values
0 missing
Att207numeric2201 unique values
0 missing
Att208numeric2206 unique values
0 missing
Att209numeric2210 unique values
0 missing
Att210numeric2220 unique values
0 missing
Att211numeric2245 unique values
0 missing
Att212numeric2237 unique values
0 missing
Att213numeric2267 unique values
0 missing
Att214numeric2260 unique values
0 missing
Att215numeric2255 unique values
0 missing
Att216numeric2248 unique values
0 missing
Att217numeric2251 unique values
0 missing
Att218numeric2269 unique values
0 missing
Att219numeric2277 unique values
0 missing
Att220numeric2274 unique values
0 missing
Att221numeric2275 unique values
0 missing
Att222numeric2280 unique values
0 missing
Att223numeric2288 unique values
0 missing
Att224numeric2266 unique values
0 missing
Att225numeric2277 unique values
0 missing
Att226numeric2281 unique values
0 missing
Att227numeric2278 unique values
0 missing
Att228numeric2275 unique values
0 missing
Att229numeric2273 unique values
0 missing
Att230numeric2270 unique values
0 missing
Att231numeric2280 unique values
0 missing
Att232numeric2268 unique values
0 missing
Att233numeric2256 unique values
0 missing
Att234numeric2271 unique values
0 missing
Att235numeric2247 unique values
0 missing
Att236numeric2241 unique values
0 missing
Att237numeric2260 unique values
0 missing
Att238numeric2263 unique values
0 missing
Att239numeric2232 unique values
0 missing
Att240numeric2234 unique values
0 missing
Att241numeric2240 unique values
0 missing
Att242numeric2241 unique values
0 missing
Att243numeric2236 unique values
0 missing
Att244numeric2233 unique values
0 missing
Att245numeric2236 unique values
0 missing
Att246numeric2327 unique values
0 missing
Att247numeric2312 unique values
0 missing
Att248numeric2293 unique values
0 missing
Att249numeric2284 unique values
0 missing
Att250numeric2294 unique values
0 missing
Att251numeric2297 unique values
0 missing
Att252numeric2307 unique values
0 missing
Att253numeric2333 unique values
0 missing
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.
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.
Second quartile (Median) of entropy among attributes.
0.12
Number of attributes divided by the number of instances.
2
Average number of distinct values among the attributes of the nominal type.
2.39
Second quartile (Median) of kurtosis 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.
0.27
Second quartile (Median) of means among attributes of the numeric type.
Percentage of instances belonging to the most frequent class.
0.18
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
1.34
Second quartile (Median) of skewness among attributes of the numeric type.
Maximum entropy among attributes.
-0.75
Minimum kurtosis among attributes of the numeric type.
2
Percentage of binary attributes.
0.19
Second quartile (Median) of standard deviation of attributes of the numeric type.
76.68
Maximum kurtosis among attributes of the numeric type.
0.03
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
0.72
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
6.96
Third quartile of kurtosis 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.
98
Percentage of numeric attributes.
0.51
Third quartile of means among attributes of the numeric type.
2
The maximum number of distinct values among attributes of the nominal type.
-0.85
Minimum skewness among attributes of the numeric type.
2
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
7.31
Maximum skewness among attributes of the numeric type.
0.07
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
2.45
Third quartile of skewness among 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.
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.
Average entropy of the attributes.
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.
8.19
Mean kurtosis among attributes of the numeric type.
6
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
0.31
Mean of means among attributes of the numeric type.
0.05
First quartile of skewness among attributes of the numeric type.
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
0.16
First quartile of standard deviation of attributes of the numeric type.

9 tasks

0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
Define a new task