Update default value for DBSCAN_EPS
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7815c380a2
commit
c7e834d654
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@ -232,7 +232,7 @@ PHONE_LOCATIONS:
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FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD: 30 # minutes, only replicate location samples to the next sensed bin if the phone did not stop collecting data for more than this threshold
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FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD: 30 # minutes, only replicate location samples to the next sensed bin if the phone did not stop collecting data for more than this threshold
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FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION: 720 # minutes, only replicate location samples to consecutive sensed bins if they were logged within this threshold after a valid location row
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FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION: 720 # minutes, only replicate location samples to consecutive sensed bins if they were logged within this threshold after a valid location row
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HOME_INFERENCE:
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HOME_INFERENCE:
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DBSCAN_EPS: 10 # meters
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DBSCAN_EPS: 100 # meters
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DBSCAN_MINSAMPLES: 5
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DBSCAN_MINSAMPLES: 5
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THRESHOLD_STATIC : 1 # km/h
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THRESHOLD_STATIC : 1 # km/h
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CLUSTERING_ALGORITHM: DBSCAN #DBSCAN,OPTICS
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CLUSTERING_ALGORITHM: DBSCAN #DBSCAN,OPTICS
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@ -242,7 +242,7 @@ PHONE_LOCATIONS:
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COMPUTE: False
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COMPUTE: False
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FEATURES: ["locationvariance","loglocationvariance","totaldistance","averagespeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","meanlengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome"]
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FEATURES: ["locationvariance","loglocationvariance","totaldistance","averagespeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","meanlengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome"]
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ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius
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ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius
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DBSCAN_EPS: 10 # meters
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DBSCAN_EPS: 100 # meters
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DBSCAN_MINSAMPLES: 5
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DBSCAN_MINSAMPLES: 5
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THRESHOLD_STATIC : 1 # km/h
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THRESHOLD_STATIC : 1 # km/h
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MAXIMUM_ROW_GAP: 300
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MAXIMUM_ROW_GAP: 300
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