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diff --git a/classification/data/SC-subjects.csv b/classification/data/SC-subjects.csv
deleted file mode 100644
index a26bd2ae..00000000
--- a/classification/data/SC-subjects.csv
+++ /dev/null
@@ -1,154 +0,0 @@
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diff --git a/classification/data/data_spindles_15s_200Hz.txt b/classification/data/data_spindles_15s_200Hz.txt
deleted file mode 100644
index 4e34450e..00000000
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-4.336882781982421875e+01
-4.356030273437500000e+01
-4.375177764892578125e+01
-4.030524826049804688e+01
-3.839050674438476562e+01
-3.609282302856445312e+01
-3.341218948364257812e+01
-2.546602249145507812e+01
-2.221096801757812500e+01
-1.780706787109375000e+01
-1.522217178344726562e+01
-1.110548400878906250e+01
-6.893058776855468750e+00
-4.882583141326904297e+00
-4.499635696411132812e+00
-6.222900390625000000e+00
-1.062679862976074219e+01
-1.100974655151367188e+01
-1.282874870300292969e+01
-1.311595916748046875e+01
-1.436053943634033203e+01
-1.684969902038574219e+01
-1.426480197906494141e+01
-1.196711635589599609e+01
-1.397759151458740234e+01
-1.704117393493652344e+01
-6.701584815979003906e+00
-1.062679862976074219e+01
-1.129695796966552734e+01
-1.053106212615966797e+01
-5.361268043518066406e+00
-5.744215846061706543e-01
-0.000000000000000000e+00
-5.839952468872070312e+00
-8.999271392822265625e+00
-8.233375549316406250e+00
--1.819001674652099609e+00
--5.361268043518066406e+00
--6.510111331939697266e+00
--6.127163410186767578e+00
--4.595372676849365234e+00
--2.489160060882568359e+00
--3.063581705093383789e+00
--6.510111331939697266e+00
--7.371743679046630859e+00
--8.616323471069335938e+00
--5.744215488433837891e+00
--4.691109657287597656e+00
--9.573693275451660156e+00
--1.177564239501953125e+01
--1.292448520660400391e+01
--2.000901794433593750e+01
--1.436053943634033203e+01
--9.669429779052734375e+00
--4.212424755096435547e+00
--2.872107744216918945e+00
--4.499635696411132812e+00
--6.797321796417236328e+00
--1.062679862976074219e+01
--9.669429779052734375e+00
--1.014811420440673828e+01
--1.110548400878906250e+01
--1.100974655151367188e+01
--1.091401004791259766e+01
--1.349890708923339844e+01
--1.531790828704833984e+01
--1.426480197906494141e+01
--1.550938224792480469e+01
diff --git a/classification/data/recordings-info.csv b/classification/data/recordings-info.csv
deleted file mode 100644
index 79ff50e6..00000000
--- a/classification/data/recordings-info.csv
+++ /dev/null
@@ -1,154 +0,0 @@
-subject,night,age,sex,LightsOff,NightDuration,LightsOffSecond,StartRecord,StartRecordTimestamp
-0,1,33,1,1989-04-25 00:38:00,21810.0,30300.0,1989-04-24 16:13:00,609437580.0
-0,2,33,1,1989-04-25 21:57:00,30330.0,25620.0,1989-04-25 14:50:00,609519000.0
-1,1,33,1,1989-03-29 22:44:00,29250.0,21300.0,1989-03-29 16:49:00,607193340.0
-1,2,33,1,1989-03-30 22:15:00,31260.0,18900.0,1989-03-30 17:00:00,607280400.0
-2,1,26,1,1989-04-05 22:50:00,27150.0,21720.0,1989-04-05 16:48:00,607798080.0
-2,2,26,1,1989-04-06 22:57:00,26880.0,22500.0,1989-04-06 16:42:00,607884120.0
-3,1,26,1,1989-04-11 00:02:00,25110.0,25920.0,1989-04-10 16:50:00,608230200.0
-3,2,26,1,1989-04-12 00:24:00,23790.0,27300.0,1989-04-11 16:49:00,608316540.0
-4,1,34,1,1989-04-24 23:12:00,34890.0,22920.0,1989-04-24 16:50:00,609439800.0
-4,2,34,1,1989-04-25 23:35:00,34020.0,30660.0,1989-04-25 15:04:00,609519840.0
-5,1,28,1,1989-04-27 01:22:00,22950.0,32220.0,1989-04-26 16:25:00,609611100.0
-5,2,28,1,1989-04-28 00:35:00,34260.0,31980.0,1989-04-27 15:42:00,609694920.0
-6,1,31,1,1989-05-09 00:16:00,21600.0,27660.0,1989-05-08 16:35:00,610648500.0
-6,2,31,1,1989-05-09 22:44:00,27630.0,24540.0,1989-05-09 15:55:00,610732500.0
-7,1,30,1,1989-05-18 00:36:00,26400.0,27060.0,1989-05-17 17:05:00,611427900.0
-7,2,30,1,1989-02-19 00:41:00,26370.0,27360.0,1989-02-18 17:05:00,603824700.0
-8,1,25,1,1989-05-24 23:35:00,29220.0,25080.0,1989-05-24 16:37:00,612031020.0
-8,2,25,1,1989-05-25 23:37:00,28500.0,24840.0,1989-05-25 16:43:00,612117780.0
-9,1,25,1,1989-06-05 23:02:00,30900.0,23880.0,1989-06-05 16:24:00,613067040.0
-9,2,25,1,1989-06-06 23:01:00,29880.0,26880.0,1989-06-06 15:33:00,613150380.0
-10,1,26,2,1989-04-17 22:59:00,30060.0,22140.0,1989-04-17 16:50:00,608835000.0
-10,2,26,2,1989-04-18 23:07:00,29580.0,25860.0,1989-04-18 15:56:00,608918160.0
-11,1,26,2,1989-05-01 23:00:00,28740.0,23460.0,1989-05-01 16:29:00,610043340.0
-11,2,26,2,1989-05-03 01:14:00,20250.0,35640.0,1989-05-02 15:20:00,610125600.0
-12,1,26,2,1989-05-23 00:50:00,25050.0,31680.0,1989-05-22 16:02:00,611856120.0
-12,2,26,2,1989-05-24 01:03:00,26520.0,32460.0,1989-05-23 16:02:00,611942520.0
-13,1,27,2,1989-06-15 00:14:00,27480.0,28500.0,1989-06-14 16:19:00,613844340.0
-14,1,27,2,1989-06-19 22:55:00,27030.0,24600.0,1989-06-19 16:05:00,614275500.0
-14,2,27,2,1989-06-20 23:22:00,25290.0,28140.0,1989-06-20 15:33:00,614359980.0
-15,1,31,2,1989-06-21 23:56:00,25380.0,26160.0,1989-06-21 16:40:00,614450400.0
-15,2,31,2,1989-06-22 23:38:00,27960.0,31500.0,1989-06-22 14:53:00,614530380.0
-16,1,32,2,1989-07-10 22:16:00,32310.0,20700.0,1989-07-10 16:31:00,616091460.0
-16,2,32,2,1989-07-11 23:16:00,27900.0,30120.0,1989-07-11 14:54:00,616172040.0
-17,1,31,2,1989-07-12 23:58:00,25830.0,28140.0,1989-07-12 16:09:00,616262940.0
-17,2,31,2,1989-07-06 00:37:00,27480.0,32400.0,1989-07-05 15:37:00,615656220.0
-18,1,28,2,1989-07-19 23:25:00,24810.0,26700.0,1989-07-19 16:00:00,616867200.0
-18,2,28,2,1989-07-20 23:45:00,23940.0,30360.0,1989-07-20 15:19:00,616951140.0
-19,1,28,2,1989-07-20 01:50:00,42930.0,34380.0,1989-07-19 16:17:00,616868220.0
-19,2,28,2,1989-07-21 00:57:00,40620.0,32520.0,1989-07-20 15:55:00,616953300.0
-20,1,51,1,1989-05-08 23:10:00,27210.0,24720.0,1989-05-08 16:18:00,610647480.0
-20,2,51,1,1989-05-09 23:15:00,27030.0,25560.0,1989-05-09 16:09:00,610733340.0
-21,1,51,1,1989-06-14 23:28:00,26400.0,25380.0,1989-06-14 16:25:00,613844700.0
-21,2,51,1,1989-06-15 23:59:00,23100.0,27360.0,1989-06-15 16:23:00,613930980.0
-22,1,56,1,1989-05-24 23:47:00,29370.0,24720.0,1989-05-24 16:55:00,612032100.0
-22,2,56,1,1989-05-25 23:14:00,29910.0,24240.0,1989-05-25 16:30:00,612117000.0
-23,1,50,1,1989-06-29 00:51:00,23820.0,31440.0,1989-06-28 16:07:00,615053220.0
-23,2,50,1,1989-06-30 00:32:00,48690.0,28620.0,1989-06-29 16:35:00,615141300.0
-24,1,54,1,1989-07-05 23:22:00,27000.0,26280.0,1989-07-05 16:04:00,615657840.0
-24,2,54,1,1989-07-06 22:50:00,29460.0,27300.0,1989-07-06 15:15:00,615741300.0
-25,1,56,1,1989-07-18 00:32:00,24930.0,30420.0,1989-07-17 16:05:00,616694700.0
-25,2,56,1,1989-07-18 23:49:00,27000.0,29640.0,1989-07-18 15:35:00,616779300.0
-26,1,51,1,1990-03-05 23:39:00,31440.0,26940.0,1990-03-05 16:10:00,636653400.0
-26,2,51,1,1990-03-07 00:20:00,26760.0,29400.0,1990-03-06 16:10:00,636739800.0
-27,1,54,1,1990-04-03 23:41:00,27900.0,29460.0,1990-04-03 15:30:00,639156600.0
-27,2,54,1,1990-04-02 22:58:00,31020.0,38580.0,1990-04-02 12:15:00,639058500.0
-28,1,56,1,1991-08-28 23:55:00,31080.0,36540.0,1991-08-28 13:46:00,683387160.0
-28,2,56,1,1991-08-30 00:13:00,27870.0,38400.0,1991-08-29 13:33:00,683472780.0
-29,1,51,1,1991-09-16 22:38:00,30510.0,26160.0,1991-09-16 15:22:00,685034520.0
-29,2,51,1,1991-09-17 23:04:00,28500.0,29340.0,1991-09-17 14:55:00,685119300.0
-30,1,50,2,1989-06-20 00:09:00,24270.0,27900.0,1989-06-19 16:24:00,614276640.0
-30,2,50,2,1989-06-21 00:20:00,21240.0,33060.0,1989-06-20 15:09:00,614358540.0
-31,1,54,2,1989-07-10 23:44:00,29370.0,24840.0,1989-07-10 16:50:00,616092600.0
-31,2,54,2,1989-07-11 23:14:00,31980.0,27840.0,1989-07-11 15:30:00,616174200.0
-32,1,57,2,1989-07-13 00:48:00,24420.0,30180.0,1989-07-12 16:25:00,616263900.0
-32,2,57,2,1989-07-13 00:15:00,27030.0,29100.0,1989-07-12 16:10:00,616263000.0
-33,1,60,2,1990-03-19 22:58:00,53610.0,27780.0,1990-03-19 15:15:00,637859700.0
-33,2,60,2,1990-03-20 22:55:00,24660.0,27300.0,1990-03-20 15:20:00,637946400.0
-34,1,54,2,1990-04-02 23:03:00,26340.0,24180.0,1990-04-02 16:20:00,639073200.0
-34,2,54,2,1990-04-03 22:30:00,29340.0,24900.0,1990-04-03 15:35:00,639156900.0
-35,1,57,2,1990-05-29 00:02:00,25710.0,28920.0,1990-05-28 16:00:00,643910400.0
-35,2,57,2,1990-05-29 23:30:00,30360.0,27900.0,1990-05-29 15:45:00,643995900.0
-36,2,51,2,1990-06-07 23:59:00,21420.0,30720.0,1990-06-07 15:27:00,644772420.0
-37,1,52,2,1990-05-28 23:03:00,23610.0,26280.0,1990-05-28 15:45:00,643909500.0
-37,2,52,2,1990-05-28 23:05:00,24420.0,25500.0,1990-05-28 16:00:00,643910400.0
-38,1,51,2,1990-03-26 23:12:00,26820.0,27720.0,1990-03-26 15:30:00,638465400.0
-38,2,51,2,1990-03-27 23:47:00,25830.0,31920.0,1990-03-27 14:55:00,638549700.0
-40,1,67,1,1989-05-10 23:30:00,31860.0,23700.0,1989-05-10 16:55:00,610822500.0
-40,2,67,1,1989-05-11 23:55:00,29190.0,30000.0,1989-05-11 15:35:00,610904100.0
-41,1,66,1,1989-05-17 23:28:00,28950.0,24120.0,1989-05-17 16:46:00,611426760.0
-41,2,66,1,1989-05-18 23:30:00,25350.0,25200.0,1989-05-18 16:30:00,611512200.0
-42,1,69,1,1989-06-01 01:30:00,20340.0,32220.0,1989-05-31 16:33:00,612635580.0
-42,2,69,1,1989-06-02 00:22:00,23040.0,29280.0,1989-06-01 16:14:00,612720840.0
-43,1,73,1,1989-06-13 01:30:00,18750.0,34200.0,1989-06-12 16:00:00,613670400.0
-43,2,73,1,1989-06-14 00:47:00,25170.0,34920.0,1989-06-13 15:05:00,613753500.0
-44,1,74,1,1989-07-04 00:18:00,33840.0,27480.0,1989-07-03 16:40:00,615487200.0
-44,2,74,1,1989-07-04 23:55:00,29250.0,31320.0,1989-07-04 15:13:00,615568380.0
-45,1,66,1,1990-03-13 00:26:00,33960.0,31860.0,1990-03-12 15:35:00,637256100.0
-45,2,66,1,1990-03-14 00:34:00,32820.0,33900.0,1990-03-13 15:09:00,637340940.0
-46,1,66,1,1990-03-29 00:30:00,25950.0,32280.0,1990-03-28 15:32:00,638638320.0
-46,2,66,1,1990-03-30 00:38:00,26910.0,36180.0,1990-03-29 14:35:00,638721300.0
-47,1,73,1,1990-03-14 22:36:00,29670.0,25260.0,1990-03-14 15:35:00,637428900.0
-47,2,73,1,1990-03-15 22:25:00,54570.0,26400.0,1990-03-15 15:05:00,637513500.0
-48,1,67,1,1990-07-13 23:04:00,58590.0,26940.0,1990-07-13 15:35:00,647883300.0
-48,2,67,1,1990-07-14 23:57:00,53490.0,29220.0,1990-07-14 15:50:00,647970600.0
-49,1,67,1,1991-11-27 23:26:00,29670.0,29460.0,1991-11-27 15:15:00,691254900.0
-49,2,67,1,1991-11-29 00:13:00,28140.0,33180.0,1991-11-28 15:00:00,691340400.0
-50,1,71,2,1989-05-01 22:07:00,37470.0,20520.0,1989-05-01 16:25:00,610043100.0
-50,2,71,2,1989-05-02 23:40:00,30570.0,27600.0,1989-05-02 16:00:00,610128000.0
-51,1,70,2,1989-05-31 23:10:00,29370.0,24360.0,1989-05-31 16:24:00,612635040.0
-51,2,70,2,1989-06-02 00:03:00,25710.0,30180.0,1989-06-01 15:40:00,612718800.0
-52,2,69,2,1989-07-04 23:53:00,26700.0,31560.0,1989-07-04 15:07:00,615568020.0
-53,1,67,2,1989-07-10 23:49:00,29670.0,25500.0,1989-07-10 16:44:00,616092240.0
-53,2,67,2,1989-07-11 23:53:00,28140.0,32040.0,1989-07-11 14:59:00,616172340.0
-54,1,73,2,1990-03-12 23:00:00,37470.0,26400.0,1990-03-12 15:40:00,637256400.0
-54,2,73,2,1990-03-13 23:30:00,36570.0,30600.0,1990-03-13 15:00:00,637340400.0
-55,1,71,2,1990-03-14 22:40:00,29040.0,25980.0,1990-03-14 15:27:00,637428420.0
-55,2,71,2,1990-03-15 22:29:00,26730.0,27240.0,1990-03-15 14:55:00,637512900.0
-56,1,72,2,1990-06-06 23:14:00,33210.0,26760.0,1990-06-06 15:48:00,644687280.0
-56,2,72,2,1990-06-07 23:22:00,29940.0,30720.0,1990-06-07 14:50:00,644770200.0
-57,1,66,2,1990-07-13 23:02:00,34200.0,26820.0,1990-07-13 15:35:00,647883300.0
-57,2,66,2,1990-07-14 23:51:00,29940.0,29760.0,1990-07-14 15:35:00,647969700.0
-58,1,67,2,1991-09-09 22:36:00,29940.0,25740.0,1991-09-09 15:27:00,684430020.0
-58,2,67,2,1991-09-10 23:04:00,32610.0,28860.0,1991-09-10 15:03:00,684514980.0
-59,1,67,2,1991-11-27 23:25:00,51420.0,28500.0,1991-11-27 15:30:00,691255800.0
-59,2,67,2,1991-11-29 00:14:00,29220.0,31140.0,1991-11-28 15:35:00,691342500.0
-60,1,89,1,1989-09-04 21:35:00,38820.0,19800.0,1989-09-04 16:05:00,620928300.0
-60,2,89,1,1989-09-15 23:00:00,31770.0,28800.0,1989-09-15 15:00:00,621874800.0
-61,1,101,1,1989-09-07 00:20:00,30270.0,28200.0,1989-09-06 16:30:00,621102600.0
-61,2,101,1,1989-09-08 01:00:00,24810.0,36000.0,1989-09-07 15:00:00,621183600.0
-62,1,95,1,1989-11-21 21:00:00,38580.0,16440.0,1989-11-21 16:26:00,627668760.0
-62,2,95,1,1989-11-23 21:00:00,51060.0,23160.0,1989-11-23 14:34:00,627834840.0
-63,1,91,1,1989-11-21 00:15:00,26670.0,32340.0,1989-11-20 15:16:00,627578160.0
-63,2,91,1,1989-11-21 23:39:00,28350.0,32640.0,1989-11-21 14:35:00,627662100.0
-64,1,85,1,1989-10-23 22:30:00,35310.0,24000.0,1989-10-23 15:50:00,625161000.0
-64,2,85,1,1989-10-24 22:17:00,34530.0,27720.0,1989-10-24 14:35:00,625242900.0
-65,1,88,1,1989-11-06 23:10:00,45600.0,31500.0,1989-11-06 14:25:00,626365500.0
-65,2,88,1,1989-11-07 23:00:00,34440.0,30000.0,1989-11-07 14:40:00,626452800.0
-66,1,88,1,1989-11-27 21:52:00,59220.0,18900.0,1989-11-27 16:37:00,628187820.0
-66,2,88,1,1989-11-28 21:56:00,57450.0,24660.0,1989-11-28 15:05:00,628268700.0
-67,1,87,1,1991-08-07 22:49:00,56820.0,24540.0,1991-08-07 16:00:00,681580800.0
-67,2,87,1,1991-08-08 23:52:00,29160.0,29820.0,1991-08-08 15:35:00,681665700.0
-70,1,89,2,1989-09-20 21:40:00,34170.0,20700.0,1989-09-20 15:55:00,622310100.0
-70,2,89,2,1989-09-21 21:39:00,27180.0,25260.0,1989-09-21 14:38:00,622391880.0
-71,1,88,2,1989-09-26 21:15:00,37590.0,20400.0,1989-09-26 15:35:00,622827300.0
-71,2,88,2,1989-09-27 23:18:00,25410.0,31080.0,1989-09-27 14:40:00,622910400.0
-72,1,88,2,1989-10-05 23:04:00,28140.0,28860.0,1989-10-05 15:03:00,623602980.0
-72,2,88,2,1989-10-04 23:09:00,31530.0,26700.0,1989-10-04 15:44:00,623519040.0
-73,1,97,2,1989-10-11 22:30:00,56040.0,27300.0,1989-10-11 14:55:00,624120900.0
-73,2,97,2,1989-10-12 22:00:00,48360.0,27000.0,1989-10-12 14:30:00,624205800.0
-74,1,92,2,1989-10-09 23:14:00,51990.0,26640.0,1989-10-09 15:50:00,623951400.0
-74,2,92,2,1989-10-10 23:06:00,28440.0,30360.0,1989-10-10 14:40:00,624033600.0
-75,1,96,2,1989-10-25 22:58:00,53670.0,25380.0,1989-10-25 15:55:00,625334100.0
-75,2,96,2,1989-10-26 23:00:00,28020.0,29700.0,1989-10-26 14:45:00,625416300.0
-76,1,90,2,1989-11-13 23:28:00,38970.0,24780.0,1989-11-13 16:35:00,626978100.0
-76,2,90,2,1989-11-15 01:29:00,45120.0,38640.0,1989-11-14 14:45:00,627057900.0
-77,1,85,2,1991-10-21 23:23:00,37620.0,28560.0,1991-10-21 15:27:00,688058820.0
-77,2,85,2,1991-10-23 00:10:00,29220.0,32640.0,1991-10-22 15:06:00,688143960.0
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-80,2,54,1,1991-09-17 23:18:00,35250.0,30180.0,1991-09-17 14:55:00,685119300.0
-81,1,57,1,1991-09-23 22:00:00,28740.0,24180.0,1991-09-23 15:17:00,685639020.0
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-82,1,56,1,1991-09-25 23:59:00,27330.0,31200.0,1991-09-25 15:19:00,685811940.0
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