## DodgersLoop dataset # #The traffic data are collected with the loop sensor installed on ramp for the 101 North freeway in Los Angeles. This location is close to Dodgers Stadium; therefore the traffic is affected by volumne of visitors to the stadium. # #We make three datasets out of these data. # ### DodgersLoopDay # #The classes are days of the week. # #- Class 1: Sunday #- Class 2: Monday #- Class 3: Tuesday #- Class 4: Wednesday #- Class 5: Thursday #- Class 6: Friday #- Class 7: Saturday # #Train size: 78 # #Test size: 80 # #Number of classes: 7 # #Missing value: Yes # #Time series length: 288 # #Missing values are represented with NaN. # ### DodgersLoopWeekend # #- Class 1: Weekday #- Class 2: Weekend # #Train size: 20 # #Test size: 138 # #Number of classes: 2 # #Missing value: Yes # #Time series length: 288 # #Missing values are represented with NaN. # ### DodgersLoopGame # #- Class 1: Normal day #- Class 2: Game day # #Train size: 20 # #Test size: 138 # #Number of classes: 2 # #Missing value: Yes # #Time series length: 288 # #There is nothing to infer from the order of examples in the train and test set. # #Missing values are represented with NaN. # #Data created by Ihler, Alexander, Jon Hutchins, and Padhraic Smyth (see [1][2][3]). Data edited by Chin-Chia Michael Yeh. # #[1] Ihler, Alexander, Jon Hutchins, and Padhraic Smyth. "Adaptive event detection with time-varying poisson processes." Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 2006. # #[2] “UCI Machine Learning Repository: Dodgers Loop Sensor Data Set.” UCI Machine Learning Repository, archive.ics.uci.edu/ml/datasets/dodgers+loop+sensor. # #[3] “Caltrans PeMS.” Caltrans, pems.dot.ca.gov/. @problemName DodgerLoopGame @timeStamps false @missing true @univariate true @equalLength true @seriesLength 288 @classLabel true 1 2 @data 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