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Configuration file.json
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{
"default_random_state": 42,
"freq":{
"eeg": 256,
"eye":1,
"seat":10,
"ecg":250
},
"window_size":{
"eeg": 2,
"eye":10,
"seat":2,
"ecg":2
},
"level_order":{
"modality":["Seat","EEG","Eye"],
"event":["Acceleration","Braking","Lane-change"]
},
"mapping": {
"Acceleration": 3,
"Braking": 5,
"Lane-change": 2
},
"root_path":"C:\\Users\\yagna\\Desktop\\Kennesaw State University\\GRA - Sylvia Bhattacharya\\",
"dyads": [1,10,5],
"event_descriptions":{
"brake" : "Event/Description/Driver begins braking",
"left_lane" : "Event/Description/Driver changes lanes to the left",
"right_lane" : "Event/Description/Driver changes lanes to the right",
"acceleration" : "Event/Description/Driver begins accelerating at an aggressive rate"
},
"synch_diff":{
"eeg":{"d1":-636, "d10": -9, "d5":-32},
"ecg":{"d1":-117, "d10":-80, "d5":-50},
"eye":{"d1":100, "d10":-52, "d5":100},
"seat_video":{"d1":100, "d10":148, "d5":76},
"seat":{"d1":200, "d10":96, "d5":176}
},
"baseline":{
"start_time":{"d1":2110, "d10":1290, "d5":2000},
"end_time":{"d1":2170,"d10":1350, "d5":2060}
},
"mne":{
"channel_types": {"F3":"eeg", "F1":"eeg", "Fz":"eeg", "F2":"eeg", "F4":"eeg", "C3":"eeg", "C1":"eeg", "Cz":"eeg", "C2":"eeg", "C4":"eeg", "CPz":"eeg", "P3":"eeg", "P1":"eeg", "Pz":"eeg", "P2":"eeg", "P4":"eeg", "POz":"eeg"},
"alpha_beta_filter":[8,38]
},
"ica":{
"n_components":17,
"exclude":[4,8]
},
"partial_classification_config" : {
"Braking VS Others": {
"category1":[1,1,1,1,0],
"category2":[0,0,0,0,1]
},
"Acceleration VS Others": {
"category1":[1,1,0,1,1],
"category2":[0,0,1,0,0]
},
"Lane-Switching VS Others": {
"category1":[1,0,1,0,1],
"category2":[0,1,0,1,0]
},
"In-lane VS Out-of-Lane": {
"category1":[0,1,0,1,0],
"category2":[0,0,1,0,1]
}
}
}