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atp7d

in_preparation ARFF Publicly available Visibility: public Uploaded 22-11-2018 by Rodriguez
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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_bt7d_000 (target)	numeric	42 unique values 0 missing
LBL_ALLminp0_bt7d_000 (target)	numeric	33 unique values 0 missing
LBL_aDLminpA_bt7d_000 (target)	numeric	47 unique values 0 missing
LBL_aCOminpA_bt7d_000 (target)	numeric	35 unique values 0 missing
LBL_aFLminpA_bt7d_000 (target)	numeric	47 unique values 0 missing
LBL_aUAminpA_bt7d_000 (target)	numeric	34 unique values 0 missing
departwb	numeric	13 unique values 0 missing
departdaytype	numeric	1 unique values 0 missing
fetchdays	numeric	59 unique values 0 missing
fetchdow	numeric	7 unique values 0 missing
dtd	numeric	82 unique values 0 missing
ALLminpA	numeric	68 unique values 0 missing
ALLminpAl1	numeric	66 unique values 0 missing
ALLminpAl2	numeric	58 unique values 0 missing
ALLminpAl7	numeric	53 unique values 0 missing
ALLavgpA	numeric	293 unique values 0 missing
ALLavgpAl1	numeric	293 unique values 0 missing
ALLavgpAl2	numeric	293 unique values 0 missing
ALLavgpAl7	numeric	294 unique values 0 missing
ALLnumquotesA	numeric	135 unique values 0 missing
ALLnumquotesAl1	numeric	138 unique values 0 missing
ALLnumquotesAl2	numeric	135 unique values 0 missing
ALLnumquotesAl7	numeric	134 unique values 0 missing
ALLminp0	numeric	52 unique values 0 missing
ALLminp0l1	numeric	48 unique values 0 missing
ALLminp0l2	numeric	42 unique values 0 missing
ALLavgp0	numeric	268 unique values 0 missing
ALLavgp0l1	numeric	267 unique values 0 missing
ALLavgp0l2	numeric	266 unique values 0 missing
ALLnumquotes0	numeric	63 unique values 0 missing
ALLnumquotes0l1	numeric	59 unique values 0 missing
ALLnumquotes0l2	numeric	48 unique values 0 missing
ALLminp2	numeric	63 unique values 0 missing
ALLminp2l1	numeric	64 unique values 0 missing
ALLminp2l2	numeric	56 unique values 0 missing
ALLavgp2	numeric	293 unique values 0 missing
ALLavgp2l1	numeric	292 unique values 0 missing
ALLavgp2l2	numeric	293 unique values 0 missing
ALLnumquotes2	numeric	222 unique values 0 missing
ALLnumquotes2l1	numeric	224 unique values 0 missing
ALLnumquotes2l2	numeric	224 unique values 0 missing
ALLminp4	numeric	61 unique values 0 missing
ALLminp4l1	numeric	59 unique values 0 missing
ALLminp4l2	numeric	52 unique values 0 missing
ALLavgp4	numeric	295 unique values 0 missing
ALLavgp4l1	numeric	293 unique values 0 missing
ALLavgp4l2	numeric	293 unique values 0 missing
ALLnumquotes4	numeric	229 unique values 0 missing
ALLnumquotes4l1	numeric	227 unique values 0 missing
ALLnumquotes4l2	numeric	223 unique values 0 missing
aAAminpA	numeric	62 unique values 0 missing
aAAminpAl1	numeric	62 unique values 0 missing
aAAminpAl2	numeric	51 unique values 0 missing
aAAavgpA	numeric	265 unique values 0 missing
aAAavgpAl1	numeric	259 unique values 0 missing
aAAavgpAl2	numeric	257 unique values 0 missing
aAAnumquotesA	numeric	7 unique values 0 missing
aAAnumquotesAl1	numeric	7 unique values 0 missing
aAAnumquotesAl2	numeric	1 unique values 0 missing
aAAminp0	numeric	37 unique values 0 missing
aAAminp0l1	numeric	35 unique values 0 missing
aAAminp0l2	numeric	26 unique values 0 missing
aAAavgp0	numeric	76 unique values 0 missing
aAAavgp0l1	numeric	76 unique values 0 missing
aAAavgp0l2	numeric	71 unique values 0 missing
aAAnumquotes0	numeric	9 unique values 0 missing
aAAnumquotes0l1	numeric	9 unique values 0 missing
aAAnumquotes0l2	numeric	7 unique values 0 missing
aAAminp2	numeric	62 unique values 0 missing
aAAminp2l1	numeric	58 unique values 0 missing
aAAminp2l2	numeric	52 unique values 0 missing
aAAavgp2	numeric	258 unique values 0 missing
aAAavgp2l1	numeric	257 unique values 0 missing
aAAavgp2l2	numeric	255 unique values 0 missing
aAAnumquotes2	numeric	36 unique values 0 missing
aAAnumquotes2l1	numeric	35 unique values 0 missing
aAAnumquotes2l2	numeric	31 unique values 0 missing
aAAminp4	numeric	70 unique values 0 missing
aAAminp4l1	numeric	69 unique values 0 missing
aAAminp4l2	numeric	62 unique values 0 missing
aAAavgp4	numeric	220 unique values 0 missing
aAAavgp4l1	numeric	214 unique values 0 missing
aAAavgp4l2	numeric	209 unique values 0 missing
aAAnumquotes4	numeric	38 unique values 0 missing
aAAnumquotes4l1	numeric	38 unique values 0 missing
aAAnumquotes4l2	numeric	33 unique values 0 missing
aCOminpA	numeric	60 unique values 0 missing
aCOminpAl1	numeric	57 unique values 0 missing
aCOminpAl2	numeric	56 unique values 0 missing
aCOavgpA	numeric	291 unique values 0 missing
aCOavgpAl1	numeric	290 unique values 0 missing
aCOavgpAl2	numeric	290 unique values 0 missing
aCOnumquotesA	numeric	204 unique values 0 missing
aCOnumquotesAl1	numeric	197 unique values 0 missing
aCOnumquotesAl2	numeric	197 unique values 0 missing
aCOminp0	numeric	33 unique values 0 missing
aCOminp0l1	numeric	33 unique values 0 missing
aCOminp0l2	numeric	31 unique values 0 missing
aCOavgp0	numeric	78 unique values 0 missing
aCOavgp0l1	numeric	78 unique values 0 missing
aCOavgp0l2	numeric	72 unique values 0 missing
aCOnumquotes0	numeric	8 unique values 0 missing
aCOnumquotes0l1	numeric	8 unique values 0 missing
aCOnumquotes0l2	numeric	6 unique values 0 missing
aCOminp2	numeric	65 unique values 0 missing
aCOminp2l1	numeric	67 unique values 0 missing
aCOminp2l2	numeric	61 unique values 0 missing
aCOavgp2	numeric	279 unique values 0 missing
aCOavgp2l1	numeric	277 unique values 0 missing
aCOavgp2l2	numeric	278 unique values 0 missing
aCOnumquotes2	numeric	102 unique values 0 missing
aCOnumquotes2l1	numeric	101 unique values 0 missing
aCOnumquotes2l2	numeric	105 unique values 0 missing
aCOminp4	numeric	64 unique values 0 missing
aCOminp4l1	numeric	63 unique values 0 missing
aCOminp4l2	numeric	58 unique values 0 missing
aCOavgp4	numeric	228 unique values 0 missing
aCOavgp4l1	numeric	222 unique values 0 missing
aCOavgp4l2	numeric	216 unique values 0 missing
aCOnumquotes4	numeric	166 unique values 0 missing
aCOnumquotes4l1	numeric	158 unique values 0 missing
aCOnumquotes4l2	numeric	156 unique values 0 missing
aDLminpA	numeric	75 unique values 0 missing
aDLminpAl1	numeric	76 unique values 0 missing
aDLminpAl2	numeric	65 unique values 0 missing
aDLavgpA	numeric	289 unique values 0 missing
aDLavgpAl1	numeric	289 unique values 0 missing
aDLavgpAl2	numeric	288 unique values 0 missing
aDLnumquotesA	numeric	209 unique values 0 missing
aDLnumquotesAl1	numeric	208 unique values 0 missing
aDLnumquotesAl2	numeric	202 unique values 0 missing
aDLminp0	numeric	53 unique values 0 missing
aDLminp0l1	numeric	51 unique values 0 missing
aDLminp0l2	numeric	44 unique values 0 missing
aDLavgp0	numeric	246 unique values 0 missing
aDLavgp0l1	numeric	245 unique values 0 missing
aDLavgp0l2	numeric	237 unique values 0 missing
aDLnumquotes0	numeric	48 unique values 0 missing
aDLnumquotes0l1	numeric	46 unique values 0 missing
aDLnumquotes0l2	numeric	42 unique values 0 missing
aDLminp2	numeric	72 unique values 0 missing
aDLminp2l1	numeric	75 unique values 0 missing
aDLminp2l2	numeric	67 unique values 0 missing
aDLavgp2	numeric	285 unique values 0 missing
aDLavgp2l1	numeric	285 unique values 0 missing
aDLavgp2l2	numeric	284 unique values 0 missing
aDLnumquotes2	numeric	194 unique values 0 missing
aDLnumquotes2l1	numeric	198 unique values 0 missing
aDLnumquotes2l2	numeric	201 unique values 0 missing
aDLminp4	numeric	96 unique values 0 missing
aDLminp4l1	numeric	97 unique values 0 missing
aDLminp4l2	numeric	92 unique values 0 missing
aDLavgp4	numeric	279 unique values 0 missing
aDLavgp4l1	numeric	278 unique values 0 missing
aDLavgp4l2	numeric	276 unique values 0 missing
aDLnumquotes4	numeric	69 unique values 0 missing
aDLnumquotes4l1	numeric	70 unique values 0 missing
aDLnumquotes4l2	numeric	69 unique values 0 missing
aF9minpA	numeric	60 unique values 0 missing
aF9minpAl1	numeric	57 unique values 0 missing
aF9minpAl2	numeric	45 unique values 0 missing
aF9avgpA	numeric	250 unique values 0 missing
aF9avgpAl1	numeric	249 unique values 0 missing
aF9avgpAl2	numeric	244 unique values 0 missing
aF9numquotesA	numeric	35 unique values 0 missing
aF9numquotesAl1	numeric	33 unique values 0 missing
aF9numquotesAl2	numeric	32 unique values 0 missing
aF9minp0	numeric	52 unique values 0 missing
aF9minp0l1	numeric	48 unique values 0 missing
aF9minp0l2	numeric	42 unique values 0 missing
aF9avgp0	numeric	268 unique values 0 missing
aF9avgp0l1	numeric	267 unique values 0 missing
aF9avgp0l2	numeric	266 unique values 0 missing
aF9numquotes0	numeric	1 unique values 0 missing
aF9numquotes0l1	numeric	1 unique values 0 missing
aF9numquotes0l2	numeric	1 unique values 0 missing
aF9minp2	numeric	63 unique values 0 missing
aF9minp2l1	numeric	64 unique values 0 missing
aF9minp2l2	numeric	56 unique values 0 missing
aF9avgp2	numeric	293 unique values 0 missing
aF9avgp2l1	numeric	292 unique values 0 missing
aF9avgp2l2	numeric	293 unique values 0 missing
aF9numquotes2	numeric	1 unique values 0 missing
aF9numquotes2l1	numeric	1 unique values 0 missing
aF9numquotes2l2	numeric	1 unique values 0 missing
aF9minp4	numeric	60 unique values 0 missing
aF9minp4l1	numeric	57 unique values 0 missing
aF9minp4l2	numeric	45 unique values 0 missing
aF9avgp4	numeric	250 unique values 0 missing
aF9avgp4l1	numeric	249 unique values 0 missing
aF9avgp4l2	numeric	244 unique values 0 missing
aF9numquotes4	numeric	35 unique values 0 missing
aF9numquotes4l1	numeric	33 unique values 0 missing
aF9numquotes4l2	numeric	32 unique values 0 missing
aFLminpA	numeric	67 unique values 0 missing
aFLminpAl1	numeric	61 unique values 0 missing
aFLminpAl2	numeric	53 unique values 0 missing
aFLavgpA	numeric	271 unique values 0 missing
aFLavgpAl1	numeric	273 unique values 0 missing
aFLavgpAl2	numeric	270 unique values 0 missing
aFLnumquotesA	numeric	61 unique values 0 missing
aFLnumquotesAl1	numeric	60 unique values 0 missing
aFLnumquotesAl2	numeric	59 unique values 0 missing
aFLminp0	numeric	52 unique values 0 missing
aFLminp0l1	numeric	48 unique values 0 missing
aFLminp0l2	numeric	42 unique values 0 missing
aFLavgp0	numeric	268 unique values 0 missing
aFLavgp0l1	numeric	267 unique values 0 missing
aFLavgp0l2	numeric	266 unique values 0 missing
aFLnumquotes0	numeric	1 unique values 0 missing
aFLnumquotes0l1	numeric	1 unique values 0 missing
aFLnumquotes0l2	numeric	1 unique values 0 missing
aFLminp2	numeric	63 unique values 0 missing
aFLminp2l1	numeric	64 unique values 0 missing
aFLminp2l2	numeric	56 unique values 0 missing
aFLavgp2	numeric	293 unique values 0 missing
aFLavgp2l1	numeric	292 unique values 0 missing
aFLavgp2l2	numeric	293 unique values 0 missing
aFLnumquotes2	numeric	1 unique values 0 missing
aFLnumquotes2l1	numeric	1 unique values 0 missing
aFLnumquotes2l2	numeric	1 unique values 0 missing
aFLminp4	numeric	67 unique values 0 missing
aFLminp4l1	numeric	61 unique values 0 missing
aFLminp4l2	numeric	53 unique values 0 missing
aFLavgp4	numeric	271 unique values 0 missing
aFLavgp4l1	numeric	273 unique values 0 missing
aFLavgp4l2	numeric	270 unique values 0 missing
aFLnumquotes4	numeric	61 unique values 0 missing
aFLnumquotes4l1	numeric	60 unique values 0 missing
aFLnumquotes4l2	numeric	59 unique values 0 missing
aMULTminpA	numeric	85 unique values 0 missing
aMULTminpAl1	numeric	80 unique values 0 missing
aMULTminpAl2	numeric	84 unique values 0 missing
aMULTavgpA	numeric	118 unique values 0 missing
aMULTavgpAl1	numeric	114 unique values 0 missing
aMULTavgpAl2	numeric	113 unique values 0 missing
aMULTnumquotesA	numeric	12 unique values 0 missing
aMULTnumquotesAl1	numeric	11 unique values 0 missing
aMULTnumquotesAl2	numeric	17 unique values 0 missing
aMULTminp0	numeric	52 unique values 0 missing
aMULTminp0l1	numeric	48 unique values 0 missing
aMULTminp0l2	numeric	42 unique values 0 missing
aMULTavgp0	numeric	268 unique values 0 missing
aMULTavgp0l1	numeric	267 unique values 0 missing
aMULTavgp0l2	numeric	266 unique values 0 missing
aMULTnumquotes0	numeric	1 unique values 0 missing
aMULTnumquotes0l1	numeric	1 unique values 0 missing
aMULTnumquotes0l2	numeric	1 unique values 0 missing
aMULTminp2	numeric	63 unique values 0 missing
aMULTminp2l1	numeric	64 unique values 0 missing
aMULTminp2l2	numeric	56 unique values 0 missing
aMULTavgp2	numeric	293 unique values 0 missing
aMULTavgp2l1	numeric	292 unique values 0 missing
aMULTavgp2l2	numeric	293 unique values 0 missing
aMULTnumquotes2	numeric	1 unique values 0 missing
aMULTnumquotes2l1	numeric	1 unique values 0 missing
aMULTnumquotes2l2	numeric	1 unique values 0 missing
aMULTminp4	numeric	86 unique values 0 missing
aMULTminp4l1	numeric	81 unique values 0 missing
aMULTminp4l2	numeric	82 unique values 0 missing
aMULTavgp4	numeric	118 unique values 0 missing
aMULTavgp4l1	numeric	114 unique values 0 missing
aMULTavgp4l2	numeric	113 unique values 0 missing
aMULTnumquotes4	numeric	7 unique values 0 missing
aMULTnumquotes4l1	numeric	7 unique values 0 missing
aMULTnumquotes4l2	numeric	7 unique values 0 missing
aSYminpA	numeric	72 unique values 0 missing
aSYminpAl1	numeric	70 unique values 0 missing
aSYminpAl2	numeric	68 unique values 0 missing
aSYavgpA	numeric	98 unique values 0 missing
aSYavgpAl1	numeric	96 unique values 0 missing
aSYavgpAl2	numeric	93 unique values 0 missing
aSYnumquotesA	numeric	23 unique values 0 missing
aSYnumquotesAl1	numeric	23 unique values 0 missing
aSYnumquotesAl2	numeric	22 unique values 0 missing
aSYminp0	numeric	68 unique values 0 missing
aSYminp0l1	numeric	66 unique values 0 missing
aSYminp0l2	numeric	63 unique values 0 missing
aSYavgp0	numeric	94 unique values 0 missing
aSYavgp0l1	numeric	92 unique values 0 missing
aSYavgp0l2	numeric	89 unique values 0 missing
aSYnumquotes0	numeric	3 unique values 0 missing
aSYnumquotes0l1	numeric	3 unique values 0 missing
aSYnumquotes0l2	numeric	3 unique values 0 missing
aSYminp2	numeric	63 unique values 0 missing
aSYminp2l1	numeric	64 unique values 0 missing
aSYminp2l2	numeric	56 unique values 0 missing
aSYavgp2	numeric	293 unique values 0 missing
aSYavgp2l1	numeric	292 unique values 0 missing
aSYavgp2l2	numeric	293 unique values 0 missing
aSYnumquotes2	numeric	1 unique values 0 missing
aSYnumquotes2l1	numeric	1 unique values 0 missing
aSYnumquotes2l2	numeric	1 unique values 0 missing
aSYminp4	numeric	61 unique values 0 missing
aSYminp4l1	numeric	59 unique values 0 missing
aSYminp4l2	numeric	52 unique values 0 missing
aSYavgp4	numeric	295 unique values 0 missing
aSYavgp4l1	numeric	293 unique values 0 missing
aSYavgp4l2	numeric	293 unique values 0 missing
aSYnumquotes4	numeric	1 unique values 0 missing
aSYnumquotes4l1	numeric	1 unique values 0 missing
aSYnumquotes4l2	numeric	1 unique values 0 missing
aUAminpA	numeric	59 unique values 0 missing
aUAminpAl1	numeric	57 unique values 0 missing
aUAminpAl2	numeric	56 unique values 0 missing
aUAavgpA	numeric	291 unique values 0 missing
aUAavgpAl1	numeric	290 unique values 0 missing
aUAavgpAl2	numeric	290 unique values 0 missing
aUAnumquotesA	numeric	216 unique values 0 missing
aUAnumquotesAl1	numeric	214 unique values 0 missing
aUAnumquotesAl2	numeric	212 unique values 0 missing
aUAminp0	numeric	31 unique values 0 missing
aUAminp0l1	numeric	31 unique values 0 missing
aUAminp0l2	numeric	29 unique values 0 missing
aUAavgp0	numeric	59 unique values 0 missing
aUAavgp0l1	numeric	60 unique values 0 missing
aUAavgp0l2	numeric	55 unique values 0 missing
aUAnumquotes0	numeric	12 unique values 0 missing
aUAnumquotes0l1	numeric	12 unique values 0 missing
aUAnumquotes0l2	numeric	10 unique values 0 missing
aUAminp2	numeric	67 unique values 0 missing
aUAminp2l1	numeric	68 unique values 0 missing
aUAminp2l2	numeric	65 unique values 0 missing
aUAavgp2	numeric	291 unique values 0 missing
aUAavgp2l1	numeric	289 unique values 0 missing
aUAavgp2l2	numeric	290 unique values 0 missing
aUAnumquotes2	numeric	142 unique values 0 missing
aUAnumquotes2l1	numeric	146 unique values 0 missing
aUAnumquotes2l2	numeric	144 unique values 0 missing
aUAminp4	numeric	62 unique values 0 missing
aUAminp4l1	numeric	61 unique values 0 missing
aUAminp4l2	numeric	56 unique values 0 missing
aUAavgp4	numeric	274 unique values 0 missing
aUAavgp4l1	numeric	273 unique values 0 missing
aUAavgp4l2	numeric	272 unique values 0 missing
aUAnumquotes4	numeric	171 unique values 0 missing
aUAnumquotes4l1	numeric	165 unique values 0 missing
aUAnumquotes4l2	numeric	164 unique values 0 missing
aUSminpA	numeric	94 unique values 0 missing
aUSminpAl1	numeric	95 unique values 0 missing
aUSminpAl2	numeric	93 unique values 0 missing
aUSavgpA	numeric	274 unique values 0 missing
aUSavgpAl1	numeric	275 unique values 0 missing
aUSavgpAl2	numeric	274 unique values 0 missing
aUSnumquotesA	numeric	115 unique values 0 missing
aUSnumquotesAl1	numeric	106 unique values 0 missing
aUSnumquotesAl2	numeric	102 unique values 0 missing
aUSminp0	numeric	52 unique values 0 missing
aUSminp0l1	numeric	48 unique values 0 missing
aUSminp0l2	numeric	42 unique values 0 missing
aUSavgp0	numeric	268 unique values 0 missing
aUSavgp0l1	numeric	267 unique values 0 missing
aUSavgp0l2	numeric	266 unique values 0 missing
aUSnumquotes0	numeric	1 unique values 0 missing
aUSnumquotes0l1	numeric	1 unique values 0 missing
aUSnumquotes0l2	numeric	1 unique values 0 missing
aUSminp2	numeric	63 unique values 0 missing
aUSminp2l1	numeric	64 unique values 0 missing
aUSminp2l2	numeric	56 unique values 0 missing
aUSavgp2	numeric	293 unique values 0 missing
aUSavgp2l1	numeric	292 unique values 0 missing
aUSavgp2l2	numeric	293 unique values 0 missing
aUSnumquotes2	numeric	1 unique values 0 missing
aUSnumquotes2l1	numeric	1 unique values 0 missing
aUSnumquotes2l2	numeric	1 unique values 0 missing
aUSminp4	numeric	94 unique values 0 missing
aUSminp4l1	numeric	95 unique values 0 missing
aUSminp4l2	numeric	93 unique values 0 missing
aUSavgp4	numeric	274 unique values 0 missing
aUSavgp4l1	numeric	275 unique values 0 missing
aUSavgp4l2	numeric	274 unique values 0 missing
aUSnumquotes4	numeric	114 unique values 0 missing
aUSnumquotes4l1	numeric	105 unique values 0 missing
aUSnumquotes4l2	numeric	102 unique values 0 missing
aOTHERminpA	numeric	68 unique values 0 missing
aOTHERminpAl1	numeric	66 unique values 0 missing
aOTHERminpAl2	numeric	58 unique values 0 missing
aOTHERavgpA	numeric	293 unique values 0 missing
aOTHERavgpAl1	numeric	293 unique values 0 missing
aOTHERavgpAl2	numeric	293 unique values 0 missing
aOTHERnumquotesA	numeric	135 unique values 0 missing
aOTHERnumquotesAl1	numeric	138 unique values 0 missing
aOTHERnumquotesAl2	numeric	135 unique values 0 missing
aOTHERminp0	numeric	52 unique values 0 missing
aOTHERminp0l1	numeric	48 unique values 0 missing
aOTHERminp0l2	numeric	42 unique values 0 missing
aOTHERavgp0	numeric	268 unique values 0 missing
aOTHERavgp0l1	numeric	267 unique values 0 missing
aOTHERavgp0l2	numeric	266 unique values 0 missing
aOTHERnumquotes0	numeric	1 unique values 0 missing
aOTHERnumquotes0l1	numeric	1 unique values 0 missing
aOTHERnumquotes0l2	numeric	1 unique values 0 missing
aOTHERminp2	numeric	63 unique values 0 missing
aOTHERminp2l1	numeric	64 unique values 0 missing
aOTHERminp2l2	numeric	56 unique values 0 missing
aOTHERavgp2	numeric	293 unique values 0 missing
aOTHERavgp2l1	numeric	292 unique values 0 missing
aOTHERavgp2l2	numeric	293 unique values 0 missing
aOTHERnumquotes2	numeric	1 unique values 0 missing
aOTHERnumquotes2l1	numeric	1 unique values 0 missing
aOTHERnumquotes2l2	numeric	1 unique values 0 missing
aOTHERminp4	numeric	61 unique values 0 missing
aOTHERminp4l1	numeric	59 unique values 0 missing
aOTHERminp4l2	numeric	52 unique values 0 missing
aOTHERavgp4	numeric	295 unique values 0 missing
aOTHERavgp4l1	numeric	293 unique values 0 missing
aOTHERavgp4l2	numeric	293 unique values 0 missing
aOTHERnumquotes4	numeric	1 unique values 0 missing
aOTHERnumquotes4l1	numeric	1 unique values 0 missing
aOTHERnumquotes4l2	numeric	1 unique values 0 missing
fdisoweekday1	numeric	2 unique values 0 missing
fdisoweekday2	numeric	2 unique values 0 missing
fdisoweekday3	numeric	2 unique values 0 missing
fdisoweekday4	numeric	2 unique values 0 missing
fdisoweekday5	numeric	2 unique values 0 missing
fdisoweekday6	numeric	2 unique values 0 missing
fdisoweekday7	numeric	2 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

296

Number of instances (rows) of the dataset.

NumberOfFeatures

417

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

417

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

PercentageOfBinaryFeatures

Percentage of binary attributes.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

PercentageOfMissingValues

Percentage of missing values.

PercentageOfNumericFeatures

100

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

0.59

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

87.35

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

Quartile1SkewnessOfNumericAtts

0.63

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

32.99

First quartile of standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

3.34

Second quartile (Median) of kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

391.19

Second quartile (Median) of means among attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

Quartile2SkewnessOfNumericAtts

1.51

Second quartile (Median) of skewness among attributes of the numeric type.

Quartile2StdDevOfNumericAtts

85.37

Second quartile (Median) of standard deviation of attributes of the numeric type.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

8.41

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

479.27

Third quartile of means among attributes of the numeric type.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

Quartile3SkewnessOfNumericAtts

2.41

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

121.2

Third quartile of standard deviation of attributes of the numeric type.

AutoCorrelation

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

339.08

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

1.41

Number of attributes divided by the number of instances.

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

289.24

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

1201.69

Maximum of means among attributes of the numeric type.

MaxMutualInformation

Maximum mutual information between the nominal attributes and the target attribute.

MaxNominalAttDistinctValues

The maximum number of distinct values among attributes of the nominal type.

MaxSkewnessOfNumericAtts

16.91

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

433.03

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

5.8

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

MeanMutualInformation

Average mutual information between the nominal attributes and the target attribute.

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

MeanNominalAttDistinctValues

Average number of distinct values among the attributes of the nominal type.

MeanSkewnessOfNumericAtts

1.51

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

90.16

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-1.54