Data
atp1d

atp1d

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Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Airline Ticket Price dataset concerns the prediction of airline ticket prices. The rows are a sequence of time-ordered observations over several days. Each sample in this dataset represents a set of observations from a specific observation date and departure date pair. The input variables for each sample are values that may be useful for prediction of the airline ticket prices for a specific departure date. The target variables in these datasets are the next day (ATP1D) price or minimum price observed over the next 7 days (ATP7D) for 6 target flight preferences: (1) any airline with any number of stops, (2) any airline non-stop only, (3) Delta Airlines, (4) Continental Airlines, (5) Airtrain Airlines, and (6) United Airlines. The input variables include the following types: the number of days between the observation date and the departure date (1 feature), the boolean variables for day-of-the-week of the observation date (7 features), the complete enumeration of the following 4 values: (1) the minimum price, mean price, and number of quotes from (2) all airlines and from each airline quoting more than 50 % of the observation days (3) for non-stop, one-stop, and two-stop flights, (4) for the current day, previous day, and two days previous. The result is a feature set of 411 variables. For specific details on how these datasets are constructed please consult Groves and Gini (2015). The nature of these datasets is heterogeneous with a mixture of several types of variables including boolean variables, prices, and counts.

417 features

LBL_ALLminpA_fut_001 (target)numeric83 unique values
0 missing
LBL_ALLminp0_fut_001 (target)numeric61 unique values
0 missing
LBL_aDLminpA_fut_001 (target)numeric89 unique values
0 missing
LBL_aCOminpA_fut_001 (target)numeric64 unique values
0 missing
LBL_aFLminpA_fut_001 (target)numeric89 unique values
0 missing
LBL_aUAminpA_fut_001 (target)numeric61 unique values
0 missing
departwbnumeric14 unique values
0 missing
aMULTavgp4l2numeric129 unique values
0 missing
departdaytypenumeric1 unique values
0 missing
aMULTnumquotes4numeric8 unique values
0 missing
fetchdaysnumeric62 unique values
0 missing
aMULTnumquotes4l1numeric6 unique values
0 missing
fetchdownumeric7 unique values
0 missing
aMULTnumquotes4l2numeric7 unique values
0 missing
dtdnumeric91 unique values
0 missing
aSYminpAnumeric92 unique values
0 missing
ALLminpAnumeric86 unique values
0 missing
aSYminpAl1numeric93 unique values
0 missing
ALLminpAl1numeric88 unique values
0 missing
aSYminpAl2numeric90 unique values
0 missing
ALLminpAl2numeric79 unique values
0 missing
aSYavgpAnumeric123 unique values
0 missing
ALLminpAl7numeric59 unique values
0 missing
aSYavgpAl1numeric120 unique values
0 missing
ALLavgpAnumeric334 unique values
0 missing
aSYavgpAl2numeric117 unique values
0 missing
ALLavgpAl1numeric334 unique values
0 missing
aSYnumquotesAnumeric34 unique values
0 missing
ALLavgpAl2numeric334 unique values
0 missing
aSYnumquotesAl1numeric32 unique values
0 missing
ALLavgpAl7numeric335 unique values
0 missing
aSYnumquotesAl2numeric31 unique values
0 missing
ALLnumquotesAnumeric144 unique values
0 missing
aSYminp0numeric82 unique values
0 missing
ALLnumquotesAl1numeric142 unique values
0 missing
aSYminp0l1numeric82 unique values
0 missing
ALLnumquotesAl2numeric139 unique values
0 missing
aSYminp0l2numeric79 unique values
0 missing
ALLnumquotesAl7numeric148 unique values
0 missing
aSYavgp0numeric117 unique values
0 missing
ALLminp0numeric63 unique values
0 missing
aSYavgp0l1numeric116 unique values
0 missing
ALLminp0l1numeric62 unique values
0 missing
aSYavgp0l2numeric113 unique values
0 missing
ALLminp0l2numeric58 unique values
0 missing
aSYnumquotes0numeric4 unique values
0 missing
ALLavgp0numeric303 unique values
0 missing
aSYnumquotes0l1numeric3 unique values
0 missing
ALLavgp0l1numeric303 unique values
0 missing
aSYnumquotes0l2numeric3 unique values
0 missing
ALLavgp0l2numeric304 unique values
0 missing
aSYminp2numeric74 unique values
0 missing
ALLnumquotes0numeric80 unique values
0 missing
aSYminp2l1numeric76 unique values
0 missing
ALLnumquotes0l1numeric76 unique values
0 missing
aSYminp2l2numeric69 unique values
0 missing
ALLnumquotes0l2numeric67 unique values
0 missing
aSYavgp2numeric334 unique values
0 missing
ALLminp2numeric74 unique values
0 missing
aSYavgp2l1numeric333 unique values
0 missing
ALLminp2l1numeric76 unique values
0 missing
aSYavgp2l2numeric333 unique values
0 missing
ALLminp2l2numeric69 unique values
0 missing
aSYnumquotes2numeric1 unique values
0 missing
ALLavgp2numeric334 unique values
0 missing
aSYnumquotes2l1numeric1 unique values
0 missing
ALLavgp2l1numeric333 unique values
0 missing
aSYnumquotes2l2numeric1 unique values
0 missing
ALLavgp2l2numeric333 unique values
0 missing
aSYminp4numeric79 unique values
0 missing
ALLnumquotes2numeric243 unique values
0 missing
aSYminp4l1numeric81 unique values
0 missing
ALLnumquotes2l1numeric243 unique values
0 missing
aSYminp4l2numeric72 unique values
0 missing
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0 missing
aSYavgp4numeric336 unique values
0 missing
ALLminp4numeric79 unique values
0 missing
aSYavgp4l1numeric334 unique values
0 missing
ALLminp4l1numeric81 unique values
0 missing
aSYavgp4l2numeric334 unique values
0 missing
ALLminp4l2numeric72 unique values
0 missing
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ALLavgp4numeric336 unique values
0 missing
aSYnumquotes4l1numeric1 unique values
0 missing
ALLavgp4l1numeric334 unique values
0 missing
aSYnumquotes4l2numeric1 unique values
0 missing
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0 missing
aUAminpAnumeric62 unique values
0 missing
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0 missing
aUAminpAl1numeric60 unique values
0 missing
ALLnumquotes4l1numeric260 unique values
0 missing
aUAminpAl2numeric60 unique values
0 missing
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0 missing
aUAavgpAnumeric332 unique values
0 missing
aAAminpAnumeric67 unique values
0 missing
aUAavgpAl1numeric330 unique values
0 missing
aAAminpAl1numeric66 unique values
0 missing
aUAavgpAl2numeric330 unique values
0 missing
aAAminpAl2numeric59 unique values
0 missing
aUAnumquotesAnumeric238 unique values
0 missing
aAAavgpAnumeric295 unique values
0 missing
aUAnumquotesAl1numeric234 unique values
0 missing
aAAavgpAl1numeric293 unique values
0 missing
aUAnumquotesAl2numeric230 unique values
0 missing
aAAavgpAl2numeric293 unique values
0 missing
aUAminp0numeric31 unique values
0 missing
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0 missing
aUAminp0l1numeric31 unique values
0 missing
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0 missing
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0 missing
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0 missing
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aUAavgp0l1numeric60 unique values
0 missing
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0 missing
aUAavgp0l2numeric54 unique values
0 missing
aAAminp0l2numeric35 unique values
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0 missing
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0 missing
aUAnumquotes0l1numeric14 unique values
0 missing
aAAavgp0l1numeric83 unique values
0 missing
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0 missing
aAAavgp0l2numeric80 unique values
0 missing
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0 missing
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0 missing
aUAavgp2l1numeric324 unique values
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aAAminp2l1numeric69 unique values
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aUAavgp2l2numeric325 unique values
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aAAminp2l2numeric63 unique values
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0 missing
aUAnumquotes2l1numeric156 unique values
0 missing
aAAavgp2l1numeric281 unique values
0 missing
aUAnumquotes2l2numeric153 unique values
0 missing
aAAavgp2l2numeric279 unique values
0 missing
aUAminp4numeric64 unique values
0 missing
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0 missing
aUAminp4l1numeric63 unique values
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aAAnumquotes2l1numeric36 unique values
0 missing
aUAminp4l2numeric58 unique values
0 missing
aAAnumquotes2l2numeric35 unique values
0 missing
aUAavgp4numeric309 unique values
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aAAminp4numeric77 unique values
0 missing
aUAavgp4l1numeric308 unique values
0 missing
aAAminp4l1numeric77 unique values
0 missing
aUAavgp4l2numeric306 unique values
0 missing
aAAminp4l2numeric72 unique values
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0 missing
aAAavgp4numeric250 unique values
0 missing
aUAnumquotes4l1numeric193 unique values
0 missing
aAAavgp4l1numeric247 unique values
0 missing
aUAnumquotes4l2numeric192 unique values
0 missing
aAAavgp4l2numeric242 unique values
0 missing
aUSminpAnumeric103 unique values
0 missing
aAAnumquotes4numeric39 unique values
0 missing
aUSminpAl1numeric105 unique values
0 missing
aAAnumquotes4l1numeric39 unique values
0 missing
aUSminpAl2numeric102 unique values
0 missing
aAAnumquotes4l2numeric39 unique values
0 missing
aUSavgpAnumeric312 unique values
0 missing
aCOminpAnumeric67 unique values
0 missing
aUSavgpAl1numeric314 unique values
0 missing
aCOminpAl1numeric63 unique values
0 missing
aUSavgpAl2numeric314 unique values
0 missing
aCOminpAl2numeric61 unique values
0 missing
aUSnumquotesAnumeric141 unique values
0 missing
aCOavgpAnumeric329 unique values
0 missing
aUSnumquotesAl1numeric134 unique values
0 missing
aCOavgpAl1numeric328 unique values
0 missing
aUSnumquotesAl2numeric133 unique values
0 missing
aCOavgpAl2numeric328 unique values
0 missing
aUSminp0numeric63 unique values
0 missing
aCOnumquotesAnumeric216 unique values
0 missing
aUSminp0l1numeric62 unique values
0 missing
aCOnumquotesAl1numeric213 unique values
0 missing
aUSminp0l2numeric58 unique values
0 missing
aCOnumquotesAl2numeric214 unique values
0 missing
aUSavgp0numeric303 unique values
0 missing
aCOminp0numeric33 unique values
0 missing
aUSavgp0l1numeric303 unique values
0 missing
aCOminp0l1numeric33 unique values
0 missing
aUSavgp0l2numeric304 unique values
0 missing
aCOminp0l2numeric30 unique values
0 missing
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0 missing
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0 missing
aUSnumquotes0l1numeric1 unique values
0 missing
aCOavgp0l1numeric78 unique values
0 missing
aUSnumquotes0l2numeric1 unique values
0 missing
aCOavgp0l2numeric72 unique values
0 missing
aUSminp2numeric74 unique values
0 missing
aCOnumquotes0numeric9 unique values
0 missing
aUSminp2l1numeric76 unique values
0 missing
aCOnumquotes0l1numeric9 unique values
0 missing
aUSminp2l2numeric69 unique values
0 missing
aCOnumquotes0l2numeric8 unique values
0 missing
aUSavgp2numeric334 unique values
0 missing
aCOminp2numeric71 unique values
0 missing
aUSavgp2l1numeric333 unique values
0 missing
aCOminp2l1numeric71 unique values
0 missing
aUSavgp2l2numeric333 unique values
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aCOminp2l2numeric65 unique values
0 missing
aUSnumquotes2numeric1 unique values
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aCOavgp2numeric313 unique values
0 missing
aUSnumquotes2l1numeric1 unique values
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aCOavgp2l1numeric312 unique values
0 missing
aUSnumquotes2l2numeric1 unique values
0 missing
aCOavgp2l2numeric313 unique values
0 missing
aUSminp4numeric103 unique values
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aCOnumquotes2numeric105 unique values
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aUSminp4l1numeric105 unique values
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aCOnumquotes2l1numeric104 unique values
0 missing
aUSminp4l2numeric102 unique values
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aCOnumquotes2l2numeric105 unique values
0 missing
aUSavgp4numeric312 unique values
0 missing
aCOminp4numeric70 unique values
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aUSavgp4l1numeric314 unique values
0 missing
aCOminp4l1numeric68 unique values
0 missing
aUSavgp4l2numeric314 unique values
0 missing
aCOminp4l2numeric61 unique values
0 missing
aUSnumquotes4numeric141 unique values
0 missing
aCOavgp4numeric263 unique values
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aUSnumquotes4l1numeric133 unique values
0 missing
aCOavgp4l1numeric258 unique values
0 missing
aUSnumquotes4l2numeric132 unique values
0 missing
aCOavgp4l2numeric250 unique values
0 missing
aOTHERminpAnumeric86 unique values
0 missing
aCOnumquotes4numeric188 unique values
0 missing
aOTHERminpAl1numeric88 unique values
0 missing
aCOnumquotes4l1numeric181 unique values
0 missing
aOTHERminpAl2numeric79 unique values
0 missing
aCOnumquotes4l2numeric179 unique values
0 missing
aOTHERavgpAnumeric334 unique values
0 missing
aDLminpAnumeric90 unique values
0 missing
aOTHERavgpAl1numeric334 unique values
0 missing
aDLminpAl1numeric92 unique values
0 missing
aOTHERavgpAl2numeric334 unique values
0 missing
aDLminpAl2numeric83 unique values
0 missing
aOTHERnumquotesAnumeric144 unique values
0 missing
aDLavgpAnumeric328 unique values
0 missing
aOTHERnumquotesAl1numeric142 unique values
0 missing
aDLavgpAl1numeric329 unique values
0 missing
aOTHERnumquotesAl2numeric139 unique values
0 missing
aDLavgpAl2numeric328 unique values
0 missing
aOTHERminp0numeric63 unique values
0 missing
aDLnumquotesAnumeric230 unique values
0 missing
aOTHERminp0l1numeric62 unique values
0 missing
aDLnumquotesAl1numeric229 unique values
0 missing
aOTHERminp0l2numeric58 unique values
0 missing
aDLnumquotesAl2numeric226 unique values
0 missing
aOTHERavgp0numeric303 unique values
0 missing
aDLminp0numeric57 unique values
0 missing
aOTHERavgp0l1numeric303 unique values
0 missing
aDLminp0l1numeric57 unique values
0 missing
aOTHERavgp0l2numeric304 unique values
0 missing
aDLminp0l2numeric51 unique values
0 missing
aOTHERnumquotes0numeric1 unique values
0 missing
aDLavgp0numeric277 unique values
0 missing
aOTHERnumquotes0l1numeric1 unique values
0 missing
aDLavgp0l1numeric280 unique values
0 missing
aOTHERnumquotes0l2numeric1 unique values
0 missing
aDLavgp0l2numeric274 unique values
0 missing
aOTHERminp2numeric74 unique values
0 missing
aDLnumquotes0numeric63 unique values
0 missing
aOTHERminp2l1numeric76 unique values
0 missing
aDLnumquotes0l1numeric59 unique values
0 missing
aOTHERminp2l2numeric69 unique values
0 missing
aDLnumquotes0l2numeric55 unique values
0 missing
aOTHERavgp2numeric334 unique values
0 missing
aDLminp2numeric81 unique values
0 missing
aOTHERavgp2l1numeric333 unique values
0 missing
aDLminp2l1numeric82 unique values
0 missing
aOTHERavgp2l2numeric333 unique values
0 missing
aDLminp2l2numeric73 unique values
0 missing
aOTHERnumquotes2numeric1 unique values
0 missing
aDLavgp2numeric325 unique values
0 missing
aOTHERnumquotes2l1numeric1 unique values
0 missing
aDLavgp2l1numeric325 unique values
0 missing
aOTHERnumquotes2l2numeric1 unique values
0 missing
aDLavgp2l2numeric324 unique values
0 missing
aOTHERminp4numeric79 unique values
0 missing
aDLnumquotes2numeric207 unique values
0 missing
aOTHERminp4l1numeric81 unique values
0 missing
aDLnumquotes2l1numeric207 unique values
0 missing
aOTHERminp4l2numeric72 unique values
0 missing
aDLnumquotes2l2numeric211 unique values
0 missing
aOTHERavgp4numeric336 unique values
0 missing
aDLminp4numeric115 unique values
0 missing
aOTHERavgp4l1numeric334 unique values
0 missing
aDLminp4l1numeric117 unique values
0 missing
aOTHERavgp4l2numeric334 unique values
0 missing
aDLminp4l2numeric111 unique values
0 missing
aOTHERnumquotes4numeric1 unique values
0 missing
aDLavgp4numeric316 unique values
0 missing
aOTHERnumquotes4l1numeric1 unique values
0 missing
aDLavgp4l1numeric315 unique values
0 missing
aOTHERnumquotes4l2numeric1 unique values
0 missing
aDLavgp4l2numeric314 unique values
0 missing
fdisoweekday1numeric2 unique values
0 missing
aDLnumquotes4numeric71 unique values
0 missing
fdisoweekday2numeric2 unique values
0 missing
aDLnumquotes4l1numeric73 unique values
0 missing
fdisoweekday3numeric2 unique values
0 missing
aDLnumquotes4l2numeric73 unique values
0 missing
fdisoweekday4numeric2 unique values
0 missing
aF9minpAnumeric82 unique values
0 missing
fdisoweekday5numeric2 unique values
0 missing
aF9minpAl1numeric83 unique values
0 missing
fdisoweekday6numeric2 unique values
0 missing
aF9minpAl2numeric75 unique values
0 missing
fdisoweekday7numeric2 unique values
0 missing
aF9avgpAnumeric288 unique values
0 missing
aF9avgpAl1numeric288 unique values
0 missing
aF9avgpAl2numeric282 unique values
0 missing
aF9numquotesAnumeric58 unique values
0 missing
aF9numquotesAl1numeric51 unique values
0 missing
aF9numquotesAl2numeric45 unique values
0 missing
aF9minp0numeric63 unique values
0 missing
aF9minp0l1numeric62 unique values
0 missing
aF9minp0l2numeric58 unique values
0 missing
aF9avgp0numeric303 unique values
0 missing
aF9avgp0l1numeric303 unique values
0 missing
aF9avgp0l2numeric304 unique values
0 missing
aF9numquotes0numeric1 unique values
0 missing
aF9numquotes0l1numeric1 unique values
0 missing
aF9numquotes0l2numeric1 unique values
0 missing
aF9minp2numeric74 unique values
0 missing
aF9minp2l1numeric76 unique values
0 missing
aF9minp2l2numeric69 unique values
0 missing
aF9avgp2numeric334 unique values
0 missing
aF9avgp2l1numeric333 unique values
0 missing
aF9avgp2l2numeric333 unique values
0 missing
aF9numquotes2numeric1 unique values
0 missing
aF9numquotes2l1numeric1 unique values
0 missing
aF9numquotes2l2numeric1 unique values
0 missing
aF9minp4numeric82 unique values
0 missing
aF9minp4l1numeric83 unique values
0 missing
aF9minp4l2numeric75 unique values
0 missing
aF9avgp4numeric288 unique values
0 missing
aF9avgp4l1numeric288 unique values
0 missing
aF9avgp4l2numeric282 unique values
0 missing
aF9numquotes4numeric41 unique values
0 missing
aF9numquotes4l1numeric39 unique values
0 missing
aF9numquotes4l2numeric39 unique values
0 missing
aFLminpAnumeric88 unique values
0 missing
aFLminpAl1numeric85 unique values
0 missing
aFLminpAl2numeric78 unique values
0 missing
aFLavgpAnumeric311 unique values
0 missing
aFLavgpAl1numeric313 unique values
0 missing
aFLavgpAl2numeric310 unique values
0 missing
aFLnumquotesAnumeric69 unique values
0 missing
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0 missing
aFLnumquotesAl2numeric68 unique values
0 missing
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0 missing
aFLminp0l1numeric62 unique values
0 missing
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0 missing
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0 missing
aFLavgp0l1numeric303 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
aFLavgp2numeric334 unique values
0 missing
aFLavgp2l1numeric333 unique values
0 missing
aFLavgp2l2numeric333 unique values
0 missing
aFLnumquotes2numeric1 unique values
0 missing
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0 missing
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0 missing
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0 missing
aFLminp4l1numeric85 unique values
0 missing
aFLminp4l2numeric78 unique values
0 missing
aFLavgp4numeric311 unique values
0 missing
aFLavgp4l1numeric313 unique values
0 missing
aFLavgp4l2numeric310 unique values
0 missing
aFLnumquotes4numeric69 unique values
0 missing
aFLnumquotes4l1numeric68 unique values
0 missing
aFLnumquotes4l2numeric68 unique values
0 missing
aMULTminpAnumeric96 unique values
0 missing
aMULTminpAl1numeric98 unique values
0 missing
aMULTminpAl2numeric95 unique values
0 missing
aMULTavgpAnumeric131 unique values
0 missing
aMULTavgpAl1numeric134 unique values
0 missing
aMULTavgpAl2numeric129 unique values
0 missing
aMULTnumquotesAnumeric8 unique values
0 missing
aMULTnumquotesAl1numeric6 unique values
0 missing
aMULTnumquotesAl2numeric14 unique values
0 missing
aMULTminp0numeric63 unique values
0 missing
aMULTminp0l1numeric62 unique values
0 missing
aMULTminp0l2numeric58 unique values
0 missing
aMULTavgp0numeric303 unique values
0 missing
aMULTavgp0l1numeric303 unique values
0 missing
aMULTavgp0l2numeric304 unique values
0 missing
aMULTnumquotes0numeric1 unique values
0 missing
aMULTnumquotes0l1numeric1 unique values
0 missing
aMULTnumquotes0l2numeric1 unique values
0 missing
aMULTminp2numeric74 unique values
0 missing
aMULTminp2l1numeric76 unique values
0 missing
aMULTminp2l2numeric69 unique values
0 missing
aMULTavgp2numeric334 unique values
0 missing
aMULTavgp2l1numeric333 unique values
0 missing
aMULTavgp2l2numeric333 unique values
0 missing
aMULTnumquotes2numeric1 unique values
0 missing
aMULTnumquotes2l1numeric1 unique values
0 missing
aMULTnumquotes2l2numeric1 unique values
0 missing
aMULTminp4numeric96 unique values
0 missing
aMULTminp4l1numeric98 unique values
0 missing
aMULTminp4l2numeric94 unique values
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aMULTavgp4numeric131 unique values
0 missing
aMULTavgp4l1numeric134 unique values
0 missing

62 properties

337
Number of instances (rows) of the dataset.
417
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.
417
Number of numeric attributes.
0
Number of nominal attributes.
1.11
First quartile of skewness among attributes of the numeric type.
371.82
Mean of means among attributes of the numeric type.
63.91
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.
2.5
Second quartile (Median) of kurtosis among attributes of the numeric type.
1.24
Number of attributes divided by the number of instances.
Average number of distinct values among the attributes of the nominal type.
426.84
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.
1.56
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.
139.17
Mean standard deviation of attributes of the numeric type.
1.79
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
0
Percentage of binary attributes.
133.2
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
-1.46
Minimum kurtosis among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
73.08
Maximum kurtosis among attributes of the numeric type.
0
Minimum of means among attributes of the numeric type.
0
Percentage of missing values.
3.97
Third quartile of kurtosis among attributes of the numeric type.
1332.07
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
100
Percentage of numeric attributes.
521.4
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
The minimal number of distinct values among attributes of the nominal type.
0
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
The maximum number of distinct values among attributes of the nominal type.
-2.72
Minimum skewness among attributes of the numeric type.
First quartile of entropy among attributes.
2.17
Third quartile of skewness among attributes of the numeric type.
8.34
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
1.15
First quartile of kurtosis among attributes of the numeric type.
203.05
Third quartile of standard deviation of attributes of the numeric type.
509.73
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.
92.52
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
Average entropy of the attributes.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
3.52
Mean kurtosis among attributes of the numeric type.

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