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SCASRec_Test

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train · 10 rows

complete_rate stringclasses 10 values	label stringclasses 10 values	navi_scene stringclasses 10 values	route_features stringclasses 10 values	kdifflen stringclasses 10 values	kdiffeta stringclasses 10 values	kdiffhighwaylen stringclasses 8 values	kdifftolllenholi stringclasses 8 values	kdifflight stringclasses 10 values	kdiff14 stringclasses 8 values	kdiff15 stringclasses 7 values	kdiffslowlen stringclasses 10 values	kdiffcongeslen stringclasses 10 values	kdiffstationallen stringclasses 8 values	kdiffunknownlen stringclasses 9 values	kdiffturnleft stringclasses 10 values	kdiffturnright stringclasses 10 values	kdiffturnleftf stringclasses 10 values	kdiffturnrightf stringclasses 9 values	kdiffturnleftb stringclasses 7 values	kdiffturnrightb stringclasses 7 values	kdiffturnuturn stringclasses 9 values	kdiffvalidturnnum2 stringclasses 10 values	kdiffodfamrate stringclasses 9 values	kdiffavgodfamfreq stringclasses 9 values	kdiffstartdistance stringclasses 10 values	kdiffnonmotorlen stringclasses 7 values	ksimilarity stringclasses 10 values	kbclocalwinding stringclasses 7 values	kbcstarthardaction stringclasses 7 values	kbcparallelroad stringclasses 7 values	kbccongestionhigh stringclasses 7 values	kbcdifflenexcessive stringclasses 7 values	kbcgoaround stringclasses 7 values	kbcthreebad stringclasses 8 values	kbcfourbad stringclasses 8 values	kbconeextremebad stringclasses 7 values	kbctwoextremebad stringclasses 7 values	kbcthreeextremebad stringclasses 7 values	kbcfourextremebad stringclasses 7 values	diff_coverage stringclasses 10 values	route_trace_overlap stringclasses 10 values	kdiffweightedfamiliarfreq stringclasses 8 values	kdiffweightedfamiliarprob stringclasses 8 values	kdiffavgfamfreq stringclasses 10 values	kdifffamrate stringclasses 10 values	kdifflineardis stringclasses 10 values	click_path_pos int64 0 0	value_kpathhistorystatus stringclasses 8 values	value_kpathstatus stringclasses 8 values	value_kpathlengthratio stringclasses 8 values	value_kpathodist stringclasses 8 values	value_kpathddist stringclasses 8 values	value_kpathoposition stringclasses 8 values	value_kpathdposition stringclasses 8 values	value_kpathdeltaday stringclasses 8 values	indice_fam_freq stringclasses 8 values	indice_fam_freq_num stringclasses 8 values	links_sphdistance stringclasses 10 values	links_length stringclasses 10 values	links_dir stringclasses 10 values	links_dir_to_d stringclasses 10 values	links_dir_to_od stringclasses 10 values	links_dir_enter stringclasses 10 values	links_dir_leave stringclasses 10 values	links_dir_delta stringclasses 10 values	links_eta stringclasses 10 values	weighted_heat_freq_feat stringclasses 10 values	weighted_heat_prob_feat stringclasses 10 values	long_features stringclasses 7 values
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SCASRec: A Self-Correcting and Auto-Stopping Model for Generative List Recommendation

This is an example of our paper dataset, a more comprehensive dataset will be added later.
The following table contains the feature dimensions and key features of our dataset.

Feature Type	Interpretation	Shape	Some Key Features
Route Features	Used to describe each route, including static features, dynamic features, and trajectory statistical features	N * 62	The estimated time of arrival for the route The total distance length of the route
Scene Features	Represent the contextual information of route recommendation	1 * 10	Request time User familiarity with the origin and destination
User Historical Seq	A series of route selection records arranged in chronological order	T * 31	Selected route features Unselected route features

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