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## DodgersLoop dataset |
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# |
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#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. |
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# |
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#We make three datasets out of these data. |
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# |
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### DodgersLoopDay |
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# |
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#The classes are days of the week. |
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# |
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#- Class 1: Sunday |
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#- Class 2: Monday |
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#- Class 3: Tuesday |
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#- Class 4: Wednesday |
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#- Class 5: Thursday |
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#- Class 6: Friday |
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#- Class 7: Saturday |
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# |
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#Train size: 78 |
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# |
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#Test size: 80 |
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# |
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#Number of classes: 7 |
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# |
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#Missing value: Yes |
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# |
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#Time series length: 288 |
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# |
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#Missing values are represented with NaN. |
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# |
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### DodgersLoopWeekend |
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# |
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#- Class 1: Weekday |
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#- Class 2: Weekend |
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# |
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#Train size: 20 |
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#Test size: 138 |
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#Number of classes: 2 |
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#Missing value: Yes |
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#Time series length: 288 |
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# |
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#Missing values are represented with NaN. |
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# |
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### DodgersLoopGame |
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# |
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#- Class 1: Normal day |
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#- Class 2: Game day |
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# |
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#Train size: 20 |
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# |
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#Test size: 138 |
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# |
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#Number of classes: 2 |
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# |
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#Missing value: Yes |
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# |
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#Time series length: 288 |
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# |
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#There is nothing to infer from the order of examples in the train and test set. |
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# |
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#Missing values are represented with NaN. |
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# |
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#Data created by Ihler, Alexander, Jon Hutchins, and Padhraic Smyth (see [1][2][3]). Data edited by Chin-Chia Michael Yeh. |
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# |
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#[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. |
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# |
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#[2] “UCI Machine Learning Repository: Dodgers Loop Sensor Data Set.” UCI Machine Learning Repository, archive.ics.uci.edu/ml/datasets/dodgers+loop+sensor. |
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# |
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#[3] “Caltrans PeMS.” Caltrans, pems.dot.ca.gov/. |
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@problemName DodgerLoopGame |
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@timeStamps false |
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@missing true |
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@univariate true |
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@equalLength true |
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@seriesLength 288 |
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@classLabel true 1 2 |
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@data |
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5.0,4.0,6.0,8.0,2.0,4.0,6.0,2.0,1.0,3.0,10.0,3.0,10.0,4.0,5.0,6.0,2.0,3.0,7.0,2.0,3.0,1.0,1.0,0.0,4.0,2.0,3.0,4.0,4.0,1.0,1.0,7.0,2.0,6.0,0.0,0.0,0.0,0.0,2.0,2.0,2.0,3.0,6.0,1.0,0.0,2.0,1.0,4.0,4.0,1.0,2.0,3.0,0.0,0.0,0.0,1.0,5.0,5.0,5.0,5.0,4.0,5.0,6.0,5.0,6.0,17.0,5.0,11.0,13.0,10.0,20.0,8.0,13.0,18.0,18.0,15.0,29.0,19.0,18.0,30.0,26.0,36.0,25.0,27.0,37.0,37.0,40.0,42.0,41.0,25.0,33.0,41.0,40.0,44.0,47.0,46.0,37.0,39.0,47.0,40.0,37.0,26.0,39.0,40.0,39.0,47.0,47.0,43.0,38.0,44.0,41.0,39.0,37.0,32.0,38.0,34.0,33.0,33.0,33.0,33.0,32.0,40.0,48.0,26.0,30.0,29.0,29.0,30.0,25.0,27.0,29.0,24.0,35.0,17.0,22.0,22.0,27.0,20.0,26.0,32.0,25.0,32.0,25.0,32.0,32.0,22.0,31.0,35.0,25.0,26.0,34.0,23.0,20.0,29.0,25.0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,43.0,31.0,37.0,47.0,42.0,38.0,38.0,36.0,24.0,37.0,34.0,39.0,39.0,41.0,34.0,39.0,33.0,43.0,44.0,37.0,32.0,42.0,42.0,33.0,27.0,31.0,28.0,30.0,31.0,25.0,31.0,44.0,34.0,48.0,37.0,27.0,27.0,32.0,35.0,35.0,36.0,42.0,28.0,25.0,28.0,21.0,25.0,22.0,30.0,24.0,21.0,23.0,30.0,32.0,24.0,14.0,21.0,20.0,14.0,16.0,15.0,17.0,17.0,19.0,24.0,23.0,20.0,33.0,22.0,30.0,29.0,33.0,31.0,27.0,24.0,29.0,37.0,23.0,28.0,30.0,52.0,41.0,34.0,17.0,13.0,19.0,10.0,10.0,13.0,17.0,11.0,11.0,11.0,12.0,8.0,3.0,6.0:2 |
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