AF Classification from a Short Single Lead ECG Recording: The PhysioNet/Computing in Cardiology Challenge 2017 1.0.0

File: (21,420 bytes)

											F1 from Challenge													F1 for Special Issue			Improvement from Challenge to Sepcial Issue	Best F1	Best F1 (2dpl)	rank
F1N-VAL-OLD	F1A-VAL-OLD	F1O-VAL-OLD	F1-VAL-OLD	F1N-TRN-OLD	F1A-TRN-OLD	F1O-TRN-OLD	F1-TRN-OLD	F1N-TST-OLD	F1A-TST-OLD	F1O-TST-OLD	F1-TST-OLD	ENTRY-NUM-OLD	F1N-VAL-NEW	F1A-VAL-NEW	F1O-VAL-NEW	F1-VAL-NEW	F1N-TRN-NEW	F1A-TRN-NEW	F1O-TRN-NEW	F1-TRN-NEW	F1N-TST-NEW	F1A-TST-NEW	F1O-TST-NEW	F1-TST-NEW	ENTRY-NUM-NEW	AUTHORS	(From Challenge to Special Issue)	over Challenge and Special Issue
0.9329	0.9574	0.8462	0.9122	0.9372	0.8977	0.843	0.8926	0.903	0.8547	0.7366	0.8314	220	0.9246	0.913	0.8197	0.8858	------	------	------	------	0.9206	0.8567	0.7656	0.8476	304	Tomás Teijeiro; Constantino A. García; Paulo Félix; Daniel Castro	0.0162	0.8476	0.85	1
0.955	0.9895	0.9242	0.9562	0.958	0.9355	0.9112	0.9349	0.8997	0.8272	0.7178	0.8149	205	1	1	1	1	------	------	------	------	0.9084	0.8414	0.7451	0.8316	323	Martin Kropf; Dieter Hayn; Günter Schreier	0.0167	0.8316	0.83	2
0.9272	0.9462	0.832	0.9018	0.9328	0.8836	0.8378	0.8847	0.9118	0.784	0.7393	0.8117	213	0.9211	0.9032	0.8	0.8748	------	------	------	------	0.9196	0.8239	0.7465	0.83	301	Maurizio Varanini; Lucia Billeci	0.0183	0.83	0.83	2
0.9966	0.9895	0.9846	0.9902	0.9931	0.9385	0.9772	0.9696	0.9158	0.8225	0.7498	0.8294	209	______	______	______	______	______	______	______	______	______	______	______	______	___	Shreyasi Datta; Chetanya Puri; Ayan Mukherjee; Rohan Banerjee; Anirban Dutta Choudhury; Arijit Ukil; Soma Bandyopadhyay; Rituraj Singh; Arpan Pal; Sundeep Khandelwal	#VALUE!	0.8294	0.83	2
0.953	0.9583	0.8594	0.9236	0.9561	0.9159	0.9035	0.9252	0.9054	0.8021	0.736	0.8145	210	0.9559	0.9684	0.8923	0.9389	------	------	------	------	0.9151	0.8247	0.7437	0.8278	304	Filip Plesinger; Petr Nejedly; Josef Halamek; Ivo Viscor; Pavel Jurak	0.0133	0.8278	0.83	2
0.9439	0.9111	0.8527	0.9026	0.9408	0.8887	0.8571	0.8955	0.9098	0.8239	0.7489	0.8275	209	______	______	______	______	______	______	______	______	______	______	______	______	___	Ruhi Mahajan; Oguz Akbilgic; Rishikesan Kamaleswaran; J.Andrew Howe	#VALUE!	0.8275	0.83	2
0.9799	0.9792	0.9449	0.968	0.9813	0.925	0.9468	0.9511	0.9087	0.8351	0.7341	0.8259	208	______	______	______	______	______	______	______	______	______	______	______	______	___	Morteza Zabihi; Ali Bahrami Rad	#VALUE!	0.8259	0.83	2
0.9932	0.9895	0.9771	0.9866	0.9924	0.9385	0.9758	0.9689	0.9117	0.8128	0.7505	0.825	221	______	______	______	______	______	______	______	______	______	______	______	______	___	Shenda Hong; Yuxi Zhou; Qingyun Wang; Meng Wu; Junyuan Shang	#VALUE!	0.825	0.83	2
0.9966	0.9895	0.9846	0.9902	0.9777	0.9086	0.9393	0.9419	0.9086	0.8101	0.7037	0.8075	240	0.9966	1	0.9924	0.9963	------	------	------	------	0.9142	0.8153	0.737	0.8222	307	Marcus Vollmer; Philipp Sodmann; Neetika Nath; Leonard Caanitz	0.0147	0.8222	0.82	9
0.9061	0.9032	0.768	0.8591	0.9899	0.9331	0.9708	0.9646	0.9107	0.825	0.7299	0.8218	208	______	______	______	______	______	______	______	______	______	______	______	______	___	Mohammed Baydoun; Lise Safatly; Hassan Ghaziri; Ali El-Hajj	#VALUE!	0.8218	0.82	9
0.9091	0.9032	0.797	0.8698	0.9254	0.8787	0.82	0.8747	0.9112	0.8191	0.7328	0.821	211	______	______	______	______	______	______	______	______	______	______	______	______	___	Guangyu Bin; Minggang Shao; Jiao Huang; Guanghong Bin	#VALUE!	0.821	0.82	9
0.9404	0.9684	0.8293	0.9127	0.927	0.9128	0.8267	0.8888	0.909	0.8221	0.7319	0.821	209	______	______	______	______	______	______	______	______	______	______	______	______	___	Martin Zihlmann; Michael Tschannen; Dmytro Perekrestenko	#VALUE!	0.821	0.82	9
0.8993	0.8936	0.7007	0.8312	0.9284	0.8396	0.815	0.861	0.8993	0.7935	0.7035	0.7988	204	0.9241	0.913	0.782	0.873	------	------	------	------	0.9028	0.8221	0.7324	0.8191	303	Philip A. Warrick; Masun Nabhan Homsi	0.0203	0.8191	0.82	9
0.9103	0.9167	0.791	0.8727	0.9256	0.8775	0.8219	0.875	0.8932	0.8034	0.6969	0.7978	226	0.9236	0.8913	0.7752	0.8634	------	------	------	------	0.9056	0.8284	0.7204	0.8181	304	Jonathan Rubin; Saman Parvaneh; Asif Rahman; Saeed Babaeizadeh; Bryan Conroy	0.0203	0.8181	0.82	9
0.9231	0.9691	0.8217	0.9046	0.9264	0.8774	0.8271	0.877	0.9031	0.8203	0.731	0.8181	282	______	______	______	______	______	______	______	______	______	______	______	______	___	Zhaohan Xiong; Jichao Zhao	#VALUE!	0.8181	0.82	9
0.9281	0.9556	0.8031	0.8956	0.9448	0.8747	0.8544	0.8913	0.9129	0.7768	0.7272	0.8056	206	0.9373	0.967	0.816	0.9068	------	------	------	------	0.9144	0.7922	0.7336	0.8134	302	Dawid Smole_	0.0078	0.8134	0.81	16
0.9966	0.9895	0.9846	0.9902	0.9931	0.9385	0.9772	0.9696	0.9024	0.8156	0.7194	0.8124	254	______	______	______	______	______	______	______	______	______	______	______	______	___	Sebastian D. Goodfellow; Danny Eytan; Andrew Goodwin; Robert Greer; Peter Laussen; Mjaye Mazwi	#VALUE!	0.8124	0.81	16
0.9863	0.9895	0.9624	0.9794	0.9875	0.9348	0.9677	0.9633	0.8893	0.7785	0.681	0.7829	207	1	1	1	1	------	------	------	------	0.9098	0.7972	0.725	0.8107	313	Christoph Hoog Antink; Anne Kristin Braczynski; Steffen Leonhardt; Marian Walter	0.0278	0.8107	0.81	16
0.9932	0.9792	0.9767	0.9831	0.9895	0.9355	0.9682	0.9644	0.9089	0.8007	0.7224	0.8107	210	______	______	______	______	______	______	______	______	______	______	______	______	___	Ashish Sharma; Shivnarayan Patidar	#VALUE!	0.8107	0.81	16
0.8911	0.9263	0.7559	0.8578	0.9027	0.8637	0.7508	0.8391	0.9082	0.7856	0.7177	0.8038	210	0.902	0.9375	0.7769	0.8721	------	------	------	------	0.9088	0.8061	0.714	0.8096	301	Na Liu	0.0058	0.8096	0.81	16
0.9043	0.9053	0.746	0.8519	0.9056	0.8547	0.7582	0.8395	0.9037	0.8067	0.7157	0.8087	213	0.9043	0.9053	0.746	0.8519	------	------	------	------	0.9037	0.8067	0.7157	0.8087	301	Radovan Smíšek; Lukáš Smital; Martin Vítek; Marina Ronzhina; Jakub Hejč; Andrea Němcová; Lucie Maršánová; Jiří Chmelík; Jana Kolářová; Ivo Provazník	0	0.8087	0.81	16
0.9392	0.9474	0.8308	0.9058	0.9371	0.9165	0.8559	0.9031	0.8991	0.8136	0.7111	0.8079	276	______	______	______	______	______	______	______	______	______	______	______	______	___	Chen Yao; Liu Dayiheng; Cheng dongdong; Hu Wei; Xu Kun; Yang Kexin; Wang Jian; Jiang Zhe	#VALUE!	0.8079	0.81	16
0.9898	0.9787	0.9545	0.9744	0.9796	0.9102	0.9437	0.9445	0.8831	0.646	0.6149	0.7147	274	1	1	1	1	------	------	------	------	0.8992	0.8096	0.7143	0.8077	301	Yao Chen; Xiao Wang; Yonghan Jung; Mohammad Adibuzzaman; Yuehwern Yih	0.093	0.8077	0.81	16
0.8654	0.8222	0.6825	0.79	0.8827	0.7725	0.6855	0.7802	0.9085	0.7881	0.7177	0.8048	202	______	______	______	______	______	______	______	______	______	______	______	______	___	Chen Jiayu; Nigel Lovell; Stephen Redmond; Heba Khamis	#VALUE!	0.8048	0.8	24
0.9899	0.9895	0.9846	0.988	0.9903	0.9361	0.9743	0.9669	0.9107	0.7376	0.7016	0.7833	219	0.9834	0.9783	0.9922	0.9846	------	------	------	------	0.9061	0.7848	0.7198	0.8036	303	Ruhi Mahajan; Oguz Akbilgic; Rishikesan Kamaleswaran; J.Andrew Howe	0.0203	0.8036	0.8	24
0.8926	0.9231	0.7368	0.8508	0.9047	0.861	0.7609	0.8422	0.9034	0.8027	0.7036	0.8032	214	______	______	______	______	______	______	______	______	______	______	______	______	___	Joachim A. Behar; Aviv Rosenberg; Yael Yaniv; Julien Oster	#VALUE!	0.8032	0.8	24
0.8754	0.8958	0.6977	0.823	0.8904	0.7903	0.7073	0.796	0.8989	0.8085	0.6974	0.8016	204	______	______	______	______	______	______	______	______	______	______	______	______	___	Ivaylo Christov; Vessela Krasteva; Iana Simova; Tatyana Neycheva; Ramun Schmid	#VALUE!	0.8016	0.8	24
0.9589	0.9247	0.9	0.9279	0.9696	0.8494	0.9172	0.9121	0.9031	0.7895	0.7072	0.7999	208	______	______	______	______	______	______	______	______	______	______	______	______	___	Dionisije Sopic; Elisabetta De Giovanni; Amir Aminifar; David Atienza	#VALUE!	0.7999	0.8	24
0.9231	0.9684	0.8217	0.9044	0.9207	0.8798	0.8055	0.8687	0.9	0.7846	0.7013	0.7953	210	0.92	0.9684	0.8125	0.9003	------	------	------	------	0.9006	0.7846	0.7007	0.7953	303	Gliner Vadim; Yaniv Yael	0	0.7953	0.8	24
0.9302	0.8605	0.8489	0.8799	0.9427	0.8175	0.8419	0.8673	0.9125	0.757	0.7032	0.7909	204	______	______	______	______	______	______	______	______	______	______	______	______	___	Sasan Yazdani; Jean-Marc Vesin	#VALUE!	0.7909	0.79	30
0.8974	0.9011	0.7244	0.841	0.9098	0.8606	0.7674	0.8459	0.899	0.7708	0.6944	0.7881	245	______	______	______	______	______	______	______	______	______	______	______	______	___	Marco Delai; Gaetano Scebba; Patrick Schwab; Jia Zhang	#VALUE!	0.7881	0.79	30
0.8865	0.9263	0.7717	0.8615	0.9093	0.8883	0.8181	0.8719	0.8786	0.7953	0.6887	0.7875	247	______	______	______	______	______	______	______	______	______	______	______	______	___	Csaba Botos; Márton Áron Goda; Tamás Hakkel; Szilvia Herczeg; István Osztheimer; András Horváth	#VALUE!	0.7875	0.79	30
______	______	______	______	______	______	______	______	______	______	______	______	___	0.8867	0.8791	0.697	0.8209	------	------	------	------	0.8892	0.8007	0.6723	0.7874	302	Luping Fang; Qing Pan; Kedong Mao	#VALUE!	0.7874	0.79	30
0.9635	0.8471	0.8905	0.9003	0.9691	0.8705	0.9199	0.9198	0.9062	0.7385	0.7165	0.7871	222	0.8521	0.7297	0.6071	0.7296	------	------	------	------	0.9154	0.6898	0.7083	0.7711	310	Fernando Andreotti; Oliver Carr; Marco A. F. Pimentel; Adam Mahdi; Maarten De Vos	-0.016	0.7871	0.79	30
0.8696	0.8269	0.7463	0.8143	0.9101	0.8008	0.7722	0.8277	0.9031	0.7508	0.6972	0.7837	210	______	______	______	______	______	______	______	______	______	______	______	______	___	Vykintas Maknickas; Algirdas Maknickas	#VALUE!	0.7837	0.78	35
______	______	______	______	______	______	______	______	______	______	______	______	___	0.9109	0.8864	0.8182	0.8718	------	------	------	------	0.8931	0.7818	0.6688	0.7812	308	Mohamed Athif; Pamodh Yasawardene	#VALUE!	0.7812	0.78	35
0.871	0.8571	0.7097	0.8126	0.8936	0.8657	0.7389	0.8327	0.9043	0.7452	0.6799	0.7765	208	______	______	______	______	______	______	______	______	______	______	______	______	___	Nadi Sadr; Thuy Pham; Madhuka Jayawardhana; Asghar Balaie; Rui Tang; Philip de Chazal	#VALUE!	0.7765	0.78	35
0.9272	0.9388	0.8205	0.8955	0.9311	0.8747	0.8172	0.8743	0.9013	0.744	0.6812	0.7755	220	______	______	______	______	______	______	______	______	______	______	______	______	___	Maximilian Oremek; S. Zenker; Sebastian Schmitz; Jochen Garcke	#VALUE!	0.7755	0.78	35
0.9966	0.9895	0.9846	0.9902	0.9918	0.9385	0.976	0.9688	0.8766	0.7781	0.6702	0.775	210	______	______	______	______	______	______	______	______	______	______	______	______	___	Runnan He; Yang Liu	#VALUE!	0.775	0.78	35
0.9283	0.9348	0.8235	0.8955	0.9296	0.8956	0.8386	0.888	0.8912	0.7673	0.6651	0.7745	214	______	______	______	______	______	______	______	______	______	______	______	______	___	Bradley M Whitaker; Muhammed Rizwan; V Burak Aydemir; David V Anderson	#VALUE!	0.7745	0.77	40
0.8993	0.9362	0.7324	0.856	0.8768	0.8644	0.739	0.8267	0.8766	0.6689	0.6272	0.7242	204	0.9175	0.9278	0.8065	0.8839	------	------	------	------	0.901	0.75	0.671	0.774	307	Vignesh Kalidas	0.0498	0.774	0.77	40
0.858	0.9333	0.6364	0.8092	0.8739	0.8164	0.6526	0.781	0.8884	0.7647	0.6686	0.7739	216	0.8459	0.8367	0.5208	0.7345	------	------	------	------	0.902	0.7607	0.6555	0.7727	301	Elena Simarro Mondéjar; Santiago Jiménez Serrano; Jaime Yagüe Mayans; Conrado J. Calvo; Paco Castells; José Millet Roig	-0.0012	0.7739	0.77	40
0.9053	0.9053	0.7571	0.8559	0.9292	0.8347	0.8137	0.8592	0.8923	0.7553	0.6715	0.773	237	______	______	______	______	______	______	______	______	______	______	______	______	___	Mohamed Limam; Frederic Precioso	#VALUE!	0.773	0.77	40
0.8953	0.9787	0.7973	0.8904	0.9146	0.8817	0.8181	0.8714	0.872	0.7831	0.6571	0.7707	220	______	______	______	______	______	______	______	______	______	______	______	______	___	Miguel Lozano; Viktor Kifer; Francisco Martinez-Gil	#VALUE!	0.7707	0.77	40
______	______	______	______	______	______	______	______	______	______	______	______	___	1	0.9792	0.9844	0.9878	------	------	------	------	0.9058	0.7069	0.6846	0.7657	304	Muhammad Uzair Zahid; Hassan Aqeel Khan; Syed Meesam Raza	#VALUE!	0.7657	0.77	40
0.9032	0.9792	0.7257	0.8694	0.8943	0.9031	0.7104	0.836	0.9005	0.7267	0.6445	0.7572	244	______	______	______	______	______	______	______	______	______	______	______	______	___	Teo Soo-Kng; Yang Xulei; Nguyen Phu Binh; Gabriel Tjio; Feng Ling; Su Yi; Lim Toon Wei	#VALUE!	0.7572	0.76	46
0.9635	0.9375	0.9254	0.9421	0.9774	0.8912	0.9472	0.9386	0.8928	0.725	0.646	0.7546	209	______	______	______	______	______	______	______	______	______	______	______	______	___	Zhenning Mei; Hongyu Chen; Xiao Gu; Wei Chen	#VALUE!	0.7546	0.75	47
0.8729	0.8817	0.7213	0.8253	0.877	0.7578	0.6832	0.7727	0.8875	0.7204	0.6551	0.7543	252	______	______	______	______	______	______	______	______	______	______	______	______	___	Babak Afshin-Pour; Gabe Musso	#VALUE!	0.7543	0.75	47
0.9533	0.9485	0.8943	0.932	0.9572	0.8634	0.8872	0.9026	0.8943	0.7312	0.6365	0.754	203	______	______	______	______	______	______	______	______	______	______	______	______	___	Joel Karel; Pietro Bonizzi; Kurt Driessens	#VALUE!	0.754	0.75	47
0.8674	0.84	0.7465	0.818	0.8656	0.7872	0.7202	0.791	0.8672	0.7352	0.6445	0.749	207	______	______	______	______	______	______	______	______	______	______	______	______	___	Rymko; Perka; Solinski; Rosinski; Lepek	#VALUE!	0.749	0.75	47
0.8553	0.8085	0.6441	0.7693	0.888	0.7756	0.698	0.7872	0.8973	0.7012	0.642	0.7468	209	______	______	______	______	______	______	______	______	______	______	______	______	___	Katarzyna Stepien; Iga Grzegorczyk	#VALUE!	0.7468	0.75	47
0.8644	0.7179	0.6525	0.7449	0.8804	0.6984	0.6745	0.7511	0.8912	0.701	0.6137	0.7353	206	______	______	______	______	______	______	______	______	______	______	______	______	___	Griet Goovaerts; Martijn Boussé; Otto Debals; Lieven De Lathauwer; Sabine Van Huffel	#VALUE!	0.7353	0.74	52
0.9515	0.9263	0.9077	0.9285	0.9573	0.8739	0.9107	0.9139	0.8691	0.7482	0.5804	0.7326	205	______	______	______	______	______	______	______	______	______	______	______	______	___	Javier de la Torre Costa; Alfredo Torregrosa Lloret; Aitana Pascual Belda; Gabriel García Pardo	#VALUE!	0.7326	0.73	53
0.8119	0.7342	0.5931	0.7131	0.8491	0.7066	0.6443	0.7334	0.8826	0.6825	0.6239	0.7297	201	0.9899	0.9895	0.9692	0.9829	------	------	------	------	0.8476	0.7488	0.5885	0.7283	301	Heikki Väänänen; Jarno Mäkelä	-0.0014	0.7297	0.73	53
0.8202	0.8667	0.48	0.7223	0.8653	0.7722	0.6417	0.7598	0.8798	0.7096	0.5906	0.7267	204	______	______	______	______	______	______	______	______	______	______	______	______	___	Pedro Álvarez; Andreu M. Climent; María S. Guillem	#VALUE!	0.7267	0.73	53
0.8485	0.8043	0.5043	0.7191	0.8415	0.7409	0.5261	0.7028	0.88	0.743	0.5565	0.7265	202	______	______	______	______	______	______	______	______	______	______	______	______	___	Victor Manuel José Ocoa	#VALUE!	0.7265	0.73	53
0.8498	0.8352	0.5517	0.7456	0.8481	0.7718	0.5816	0.7338	0.8667	0.7753	0.5364	0.7261	203	______	______	______	______	______	______	______	______	______	______	______	______	___	Manuel García; Juan Ródenas; Raúl Alcaraz; José J. Rieta	#VALUE!	0.7261	0.73	53
0.9732	0.9485	0.9333	0.9516	0.9811	0.8947	0.9519	0.9426	0.857	0.7225	0.564	0.7145	206	______	______	______	______	______	______	______	______	______	______	______	______	___	Jos van der Westhuizen	#VALUE!	0.7145	0.71	58
0.8362	0.86	0.6222	0.7728	0.8586	0.7664	0.6482	0.7577	0.8549	0.7284	0.5594	0.7142	207	______	______	______	______	______	______	______	______	______	______	______	______	___	B S Chandra	#VALUE!	0.7142	0.71	58
0.8704	0.8571	0.6726	0.8	0.8804	0.7881	0.67	0.7795	0.8664	0.7179	0.5463	0.7102	203	______	______	______	______	______	______	______	______	______	______	______	______	___	kamran kiani; shadi ghiasi; mostafa abdollahpur; nasim madani	#VALUE!	0.7102	0.71	58
0.7946	0.8409	0.5429	0.7261	0.837	0.7334	0.5867	0.719	0.8612	0.7059	0.5522	0.7064	206	______	______	______	______	______	______	______	______	______	______	______	______	___	LudiWang	#VALUE!	0.7064	0.71	58
0.9446	0.9072	0.8421	0.898	0.9462	0.8497	0.8605	0.8855	0.8736	0.6072	0.602	0.6942	206	______	______	______	______	______	______	______	______	______	______	______	______	___	Ahmad B. A. Hassanat; Ghada Awad Altarawneh	#VALUE!	0.6942	0.69	62
0.7845	0.7473	0.494	0.6752	0.8176	0.611	0.5966	0.6751	0.8272	0.5961	0.5078	0.6437	204	0.8772	0.809	0.7273	0.8045	------	------	------	------	0.8394	0.6594	0.5444	0.6811	304	Irena Jekova; Giovanni Bortolan; Todor Stoyanov; Ivan Dotsinsky	0.0374	0.6811	0.68	63
0.8312	0.8	0.6212	0.7508	0.8623	0.6619	0.6406	0.7216	0.8377	0.669	0.5194	0.6754	214	______	______	______	______	______	______	______	______	______	______	______	______	___	Philip Aston; Esther Bonet Luz; Peter Charlton; Jane Lyle; Manasi Nandi; Hitesh Mistry; Daniel Abasolo	#VALUE!	0.6754	0.68	63
______	______	______	______	______	______	______	______	______	______	______	______	___	0.8218	0.5797	0.4035	0.6017	------	------	------	------	0.8932	0.5584	0.5519	0.6679	319	Boris Pyakillya	#VALUE!	0.6679	0.67	65
0.8086	0.8125	0.4286	0.6832	0.8243	0.7576	0.4685	0.6835	0.8524	0.6088	0.4184	0.6266	205	______	______	______	______	______	______	______	______	______	______	______	______	___	Lluís Borràs Ferrís; Ignacio José Pascual Fernández; Julio José Silva Rodríguez; Roberto Zazo Manzaneque	#VALUE!	0.6266	0.63	66
0.8202	0.8046	0.5487	0.7245	0.7966	0.6062	0.4911	0.6313	0.811	0.6046	0.4278	0.6145	245	______	______	______	______	______	______	______	______	______	______	______	______	___	Ilya Potapov; Otto Pulkkinen; Esa Räsänen	#VALUE!	0.6145	0.61	67
0.9474	0.7957	0.797	0.8467	0.9303	0.8137	0.842	0.862	0.8039	0.5446	0.4709	0.6065	205	______	______	______	______	______	______	______	______	______	______	______	______	___	Ruhallah Amandi M; Mohammad Farhadi; A.J. Zarrin	#VALUE!	0.6065	0.61	67
0.6473	0.8381	0.5375	0.6743	0.6673	0.7198	0.5	0.629	0.6589	0.6704	0.4247	0.5847	204	______	______	______	______	______	______	______	______	______	______	______	______	___	Matthieu Da Silva—Filarder; Faezeh Marzbanrad	#VALUE!	0.5847	0.58	69
0.7823	0.7525	0.2991	0.6113	0.7708	0.6244	0.293	0.5627	0.8158	0.5863	0.27	0.5574	204	______	______	______	______	______	______	______	______	______	______	______	______	___	María Rebeca Lliguin León; Marta Mares García; Juliana Andrea Suárez Hernández	#VALUE!	0.5574	0.56	70
0.7246	0.2623	0.4225	0.4698	0.8012	0.368	0.537	0.5687	0.8079	0.4009	0.4364	0.5484	202	______	______	______	______	______	______	______	______	______	______	______	______	___	Erin Coppola	#VALUE!	0.5484	0.55	71
0.8129	0.3562	0.4276	0.5322	0.834	0.2658	0.4807	0.5268	0.8763	0.2642	0.4643	0.5349	202	______	______	______	______	______	______	______	______	______	______	______	______	___	Carlos Fambuena Santos; Carlos Lopez Gomez; Pablo Abad Martinez; Gonzalo Collantes Pablo; Jose Millet Roig; Francisco Sales Castells Ramon	#VALUE!	0.5349	0.53	72
0.9603	0.7105	0.84	0.8369	0.8071	0.3707	0.4733	0.5504	0.8234	0.3416	0.425	0.53	202	______	______	______	______	______	______	______	______	______	______	______	______	___	Octavian-Lucian Hasna; Rodica Potolea	#VALUE!	0.53	0.53	73
0.7492	0.6757	0.4417	0.6222	0.7938	0.541	0.5367	0.6238	0.7728	0.4048	0.3556	0.5111	204	______	______	______	______	______	______	______	______	______	______	______	______	___	Ines Chavarria Marques; Irene Cuenca Ortola; Laura Ferrero Montes; Eva Gil San Antonio	#VALUE!	0.5111	0.51	74
0.8854	0.8352	0.7241	0.8149	0.886	0.7262	0.7155	0.7759	0.8287	0.3529	0.3181	0.4999	226	______	______	______	______	______	______	______	______	______	______	______	______	___	Mihalis Nicolaou; Hooman Oroojeni Mohamad Javad	#VALUE!	0.4999	0.5	75
0.619	0.623	0.3697	0.5372	0.6479	0.4493	0.3766	0.4913	0.6647	0.4462	0.3245	0.4784	201	______	______	______	______	______	______	______	______	______	______	______	______	___	Sergey S. Krivenko	#VALUE!	0.4784	0.48	76
______	______	______	______	______	______	______	______	______	______	______	______	___	0.5398	0.5614	0.4038	0.5017	------	------	------	------	0.549	0.5214	0.345	0.4718	310	Simon Geirnaert	#VALUE!	0.4718	0.47	77
0.7423	0.5444	0	0.4289	0.7744	0.4525	0	0.409	0.8202	0.4172	0	0.4124	202	______	______	______	______	______	______	______	______	______	______	______	______	___	* Example entry	#VALUE!	0.4124	0.41
______	______	______	______	______	______	______	______	______	______	______	______	___	0.7423	0.5444	0	0.4289	------	------	------	------	0.8189	0.4127	0	0.4105	304	Han Wei	#VALUE!	0.4105	0.41	78
______	______	______	______	______	______	______	______	______	______	______	______	___	0.8065	0.8049	0.7027	0.7714	------	------	------	------	0.7577	0.0769	0.1642	0.3329	305	Muhammad Imran	#VALUE!	0.3329	0.33	79
0.3915	0.2308	0.2114	0.2779	0.4282	0.1357	0.2601	0.2747	0.4448	0.1163	0.1818	0.2476	203	______	______	______	______	______	______	______	______	______	______	______	______	___	raviteja mullapudi; rajarao mullapudi; Phanikiran Chintalapati	#VALUE!	0.2476	0.25	80
											73	count												26		count			80	80 entries
0.774	0.774	0.774	0.774	0.774	0.774	0.774	0.774	0.774	0.774	0.774	0.7742	Median	0.92055	0.913	0.80325	0.8739					0.90325	0.7885	0.71115	0.79945		Median		0.774	0.77
0.99439	0.9895	0.9846	0.98877	0.990825	0.93694	0.974825	0.967565	0.911735	0.824285	0.737545	0.825315	95th percentil	1	1	1	1					0.91855	0.83815	0.74615	0.8312		95th percentile		0.8278	0.83

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