Synthesis_v5

Strategy: Synthesis_v5
Downloaded: 20220330
Stoploss: -0.347
Uploaded by: blood4rc

Strategy failed backtesting!
Reason: Could not parse Error (Logfile Exceeded Limit)

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Strategy	Buys	Avg Prof%	Cum Prof%	Tot Prof%	Tot Profit%	Avg Duration	Win	Draw	Loss	Win%	DD Stake	DD%	Time	Stake	Exchange	Stoploss	Sharpe	Sortino	Calmar	Month
Synthesis_v5	32	1.21	38.76	121.617	12.16	2:17:00	25	0	7	78.1	26.854	2.54	120.9	USDT	binance	6.4	6.4	15.18	112.5	202201
Synthesis_v5	20	0.08	1.58	3.759	0.38	5:24:00	13	0	7	65	54.779	5.27	351	USDT	binance	-0.74	-0.74	-0.91	-3.54	202202
Synthesis_v5	50	0.77	38.55	130.806	13.08	5:22:00	38	0	12	76	35.232	3.26	297.5	USDT	binance	5.13	5.13	11.14	102.93	202203
Synthesis_v5	21	-0.65	-13.69	-41.841	-4.18	3:02:00	12	0	9	57.1	89.03	8.5	113.3	USDT	binance	-3.25	-3.25	-3.47	-6.25	202204
Synthesis_v5	116	0.56	64.38	203.616	20.36	1:43:00	85	0	31	73.3	91.61	7.07	128.1	USDT	binance	4.82	4.82	8.24	223.25	202205
Synthesis_v5	66	0.53	35.04	136.191	13.62	2:01:00	51	0	15	77.3	81.803	8.4	119.1	USDT	binance	3.92	3.92	13.96	214.2	202206
Synthesis_v5	34	0.49	16.53	62.871	6.29	4:48:00	24	0	10	70.6	60.107	5.41	117.7	USDT	binance	2.83	2.83	4.33	28.36	202207
Synthesis_v5	11	1.24	13.66	45.4075	4.54	0:52:00	9	0	2	81.8	15.686	1.48	106.1	USDT	binance	3.18	3.18	10.21	74.27	202208
Synthesis_v5	6	-2.34	-14.05	-50.6175	-5.06	1:52:00	3	0	3	50	48.37	4.85	103.3	USDT	binance	-4.22	-4.22	-4.25	-13.25	202209
Synthesis_v5	15	0.62	9.25	31.9447	3.19	5:38:00	10	0	5	66.7	39.246	3.85	116.6	USDT	binance	2.75	2.75	6.72	48.11	202210
Synthesis_v5	64	-0.12	-7.45	-21.738	-2.17	1:28:00	44	0	20	68.8	105.285	10.31	116.6	USDT	binance	-0.16	-0.16	-0.24	-1.46	202211
Synthesis_v5	8	0.17	1.35	4.86258	0.49	2:56:00	5	0	3	62.5	6.681	0.66	110.8	USDT	binance	5.37	5.37	16.64	160.07	202212
Synthesis_v5	34	0.85	29.05	101.599	10.16	4:59:00	28	0	6	82.4	47.791	4.19	138	USDT	binance	5.32	5.32	4.5	149.58	202301
Synthesis_v5	41	0.29	11.88	36.6315	2.82	3:04:00	28	0	13	68.3	58.157	4.17	126.2	USDT	binance	2.35	2.35	1.96	46.11	202302
Synthesis_v5	18	0.08	1.41	-0.742378	-0.06	3:12:00	11	0	7	61.1	65.93	4.91	129.1	USDT	binance	-0.04	-0.04	-0.04	-0.72	202303
Synthesis_v5	12	0.78	9.31	31.9189	2.46	1:23:00	8	0	4	66.7	11.947	0.9	122.4	USDT	binance	4.01	4.01	6.98	174.39	202304
Synthesis_v5	3	-0.18	-0.55	-1.99979	-0.15	1:54:00	1	0	2	33.3	2.888	0.22	122.5	USDT	binance	-0.15	-0.15	-0.38	-42.7	202305
Synthesis_v5	18	1.24	22.28	74.6295	5.74	2:53:00	17	0	1	94.4	38.673	2.8	102.9	USDT	binance	4.4	4.4	5.89	130.4	202306
Synthesis_v5	16	0.66	10.56	52.7426	4.06	2:35:00	13	0	3	81.2	31.766	2.34	117.3	USDT	binance	3.02	3.02	4.62	106.8	202307
Synthesis_v5	10	-2.82	-28.21	-99.7504	-7.67	4:54:00	5	0	5	50	115.726	8.84	120.6	USDT	binance	-2.64	-2.64	-2.71	-53.48	202308
Synthesis_v5	23	-0.39	-8.94	-31.7132	-2.44	1:48:00	16	0	7	69.6	96.653	7.08	96.6	USDT	binance	-1.11	-1.11	-0.89	-21.94	202309
Synthesis_v5	23	1.38	31.84	115.905	8.92	1:52:00	21	0	2	91.3	20.379	1.44	107.5	USDT	binance	14.34	14.34	193.64	393.2	202310
Synthesis_v5	76	1.11	84.46	293.486	22.58	1:52:00	63	0	13	82.9	38.278	2.84	124.7	USDT	binance	21.96	21.96	18.31	523.63	202311
Synthesis_v5	91	0.89	80.66	280.095	21.55	2:01:00	71	0	20	78	56.936	3.8	135.5	USDT	binance	16.52	16.52	13.66	361.02	202312
Synthesis_v5	37	0.51	18.8	53.1178	4.09	1:45:00	31	0	6	83.8	125.51	9.12	118.8	USDT	binance	1.48	1.48	0.78	28.53	202401
Synthesis_v5	83	1.04	86.01	278.455	27.85	1:17:00	66	0	17	79.5	59.457	5.08	119.5	BUSD	binance	8.54	8.54	17.9	472.45	202201
Synthesis_v5	93	0.77	71.36	243.663	24.37	2:03:00	70	0	23	75.3	77.734	6.32	141.8	BUSD	binance	6.45	6.45	12.65	319.43	202202
Synthesis_v5	102	0.62	63.58	221.926	22.19	2:28:00	78	0	24	76.5	50.977	4.43	157.3	BUSD	binance	5.07	5.07	8.01	141.75	202203
Synthesis_v5	58	0.06	3.72	6.504	0.65	1:36:00	42	0	16	72.4	106.647	9.58	120.3	BUSD	binance	0.35	0.35	0.43	1.02	202204
Synthesis_v5	166	0.67	111.14	357.55	35.76	1:14:00	134	0	32	80.7	193.08	18.29	128.9	BUSD	binance	3.91	3.91	6.58	218.65	202205
Synthesis_v5	67	0.1	6.59	38.393	3.84	1:56:00	50	0	17	74.6	103.441	10	116.7	BUSD	binance	1.85	1.85	2.59	11.25	202206
Synthesis_v5	50	1.63	81.4	291.926	29.19	2:42:00	46	0	4	92	33.547	2.54	115.2	BUSD	binance	8.92	8.92	202.39	5138.57	202207
Synthesis_v5	31	0.19	5.96	12.72	1.27	1:16:00	23	1	7	74.2	70.142	6.86	107.1	BUSD	binance	0.09	0.09	0.12	-0.03	202208
Synthesis_v5	54	0.12	6.65	25.6973	2.57	1:24:00	36	0	18	66.7	88.641	8.63	112.2	BUSD	binance	1.11	1.11	1.45	7.48	202209
Synthesis_v5	14	0.18	2.58	7.32432	0.73	2:02:00	10	0	4	71.4	48.504	4.8	113	BUSD	binance	0.24	0.24	0.29	0.88	202210
Synthesis_v5	96	-0.25	-24.03	-91.0303	-9.1	1:37:00	64	0	32	66.7	167.583	15.57	124.1	BUSD	binance	-1.38	-1.38	-1.81	-4.66	202211
Synthesis_v5	36	1.21	43.6	151.828	15.18	1:14:00	31	0	5	86.1	48.784	4.82	112.6	BUSD	binance	10.04	10.04	0	0	202212
Synthesis_v5	74	0.53	39.48	134.329	13.43	4:13:00	57	0	17	77	111.323	8.96	144.6	BUSD	binance	2.92	2.92	7.27	67.48	202301
Synthesis_v5	52	0.09	4.75	11.5079	0.89	2:35:00	37	0	15	71.2	79.418	5.71	125.1	BUSD	binance	0.64	0.64	0.79	10.58	202302
Synthesis_v5	34	0.47	15.9	47.9254	3.69	1:53:00	28	0	6	82.4	77.362	5.62	129.9	BUSD	binance	2.27	2.27	1.79	40.45	202303
Synthesis_v5	17	0.82	13.89	45.3613	3.49	1:09:00	13	0	4	76.5	22.054	1.68	123.1	BUSD	binance	3.46	3.46	3.22	132.52	202304
Synthesis_v5	9	0.34	3.08	13.309	1.02	1:03:00	6	0	3	66.7	22.795	1.75	127.3	BUSD	binance	1.07	1.07	1.51	36.09	202305
Synthesis_v5	20	0.11	2.16	-0.00707709	0	1:17:00	19	0	1	95	125.478	8.94	123.1	BUSD	binance	0	0	0.03	0	202306
Synthesis_v5	13	0.84	10.9	35.7579	2.75	2:34:00	11	0	2	84.6	35.924	2.74	94.4	BUSD	binance	1.86	1.86	1.33	61.94	202307
Synthesis_v5	11	1.39	15.29	54.0302	4.16	0:42:00	9	0	2	81.8	2.52	0.2	97.8	BUSD	binance	4.82	4.82	7.28	1309.33	202308
Synthesis_v5	31	0.51	15.93	57.3345	4.41	1:08:00	25	0	6	80.6	60.339	4.56	85.6	BUSD	binance	3.37	3.37	2.6	61.61	202309
Synthesis_v5	12	0.79	9.48	36.7094	2.82	4:15:00	10	0	2	83.3	18.378	1.37	70.9	BUSD	binance	2.54	2.54	8.07	127.29	202310
Synthesis_v5	21	1.01	21.3	73.8324	5.68	4:18:00	15	0	6	71.4	34.211	2.58	53.4	BUSD	binance	3.57	3.57	3.3	145.1	202311
Synthesis_v5	116	0.48	55.96	196.624	19.66	1:38:00	80	0	36	69	84.945	6.63	134	USDT	kucoin	4.83	4.83	8.31	167.18	202201
Synthesis_v5	126	0.61	76.25	253.963	25.4	2:19:00	93	0	33	73.8	60.944	6	152.8	USDT	kucoin	5.08	5.08	9.99	269.43	202202
Synthesis_v5	81	0.55	44.85	158.148	15.81	1:48:00	59	0	22	72.8	50.235	4.47	146.2	USDT	kucoin	3.72	3.72	6.14	41.16	202203
Synthesis_v5	67	0.92	61.8	213.277	21.33	1:02:00	54	0	13	80.6	82.948	6.4	121.2	USDT	kucoin	4.9	4.9	11.68	153.68	202204
Synthesis_v5	202	0.63	126.93	429.702	42.97	1:05:00	157	0	45	77.7	125.515	9.37	136	USDT	kucoin	7.11	7.11	18.41	1789.4	202205
Synthesis_v5	76	0.39	29.29	102.118	10.21	1:53:00	53	0	23	69.7	41.855	3.66	131.3	USDT	kucoin	4.14	4.14	8.48	107.27	202206
Synthesis_v5	56	0.49	27.48	91.0637	9.11	2:03:00	43	0	13	76.8	71.101	6.35	111.8	USDT	kucoin	4.33	4.33	6.35	57.54	202207
Synthesis_v5	19	0.55	10.45	34.5245	3.45	1:49:00	13	0	6	68.4	26.124	2.46	105.6	USDT	kucoin	3.33	3.33	6.53	32.91	202208
Synthesis_v5	27	-1.01	-27.29	-84.2611	-8.43	2:09:00	14	0	13	51.9	128.333	12.62	103.4	USDT	kucoin	-3.26	-3.26	-3.58	-5.83	202209
Synthesis_v5	11	1.39	15.28	51.2798	5.13	5:01:00	8	0	3	72.7	17.503	1.69	110.2	USDT	kucoin	4.59	4.59	11.19	47.73	202210
Synthesis_v5	61	0.67	40.81	131.86	13.19	1:17:00	43	0	18	70.5	45.843	4.07	111.2	USDT	kucoin	3.97	3.97	9.77	100.73	202211
Synthesis_v5	15	-1.32	-19.81	-71.3945	-7.14	2:58:00	6	0	9	40	57.451	6.13	108.6	USDT	kucoin	-0.01	-0.01	-0.01	-0.31	202212
Synthesis_v5	83	0.05	4.09	2.73203	0.27	4:19:00	61	0	22	73.5	120.285	10.81	148.6	USDT	kucoin	0.53	0.53	0.78	2.28	202301
Synthesis_v5	49	1.12	54.69	191.379	14.72	1:29:00	39	0	10	79.6	29.059	2.1	116	USDT	kucoin	19.94	19.94	18.93	478.65	202302
Synthesis_v5	31	0.61	18.83	61.3204	4.72	1:11:00	24	0	7	77.4	66.903	4.96	123.7	USDT	kucoin	3.27	3.27	4.08	58.57	202303
Synthesis_v5	20	1.63	32.55	114.99	8.85	0:50:00	18	0	2	90	3.523	0.25	115.5	USDT	kucoin	14.29	14.29	45.22	2249.14	202304
Synthesis_v5	11	-0.35	-3.89	-17.1328	-1.32	2:11:00	9	0	2	81.8	71.355	5.42	113.7	USDT	kucoin	-0.47	-0.47	-0.34	-14.99	202305
Synthesis_v5	21	1.09	22.98	82.7661	6.37	1:45:00	18	0	3	85.7	21.779	1.57	115.6	USDT	kucoin	7.98	7.98	18.75	258.59	202306
Synthesis_v5	17	1.42	24.21	86.4393	6.65	1:26:00	14	0	3	82.4	15.188	1.08	88.2	USDT	kucoin	7.77	7.77	12.78	378.16	202307
Synthesis_v5	14	-1.06	-14.8	-50.8115	-3.91	1:51:00	9	0	5	64.3	86.922	6.65	83.4	USDT	kucoin	-1.91	-1.91	-2.28	-37.42	202308
Synthesis_v5	25	-0.23	-5.65	-26.7071	-2.05	1:08:00	18	0	7	72	72.933	5.65	80	USDT	kucoin	-1.07	-1.07	-0.92	-23.14	202309
Synthesis_v5	24	0.6	14.41	49.0783	3.78	1:49:00	18	0	6	75	33.026	2.4	108.6	USDT	kucoin	3.05	3.05	4.58	96.97	202310
Synthesis_v5	80	1.02	81.29	290.535	22.35	2:28:00	63	0	17	78.8	31.946	2.17	136.9	USDT	kucoin	21.79	21.79	23.92	656.47	202311
Synthesis_v5	92	1.09	99.82	342.241	26.33	2:30:00	74	0	18	80.4	64.336	4.67	131.3	USDT	kucoin	19.93	19.93	15.87	347.27	202312
Synthesis_v5	42	1.05	44.07	146.436	11.26	1:12:00	37	0	5	88.1	61.727	4.74	108.4	USDT	kucoin	7.8	7.8	4.19	146.46	202401
Synthesis_v5	31	0.57	17.79	60.4002	4.65	2:35:00	21	0	10	67.7	25.112	1.93	93.7	USDT	kucoin	4.18	4.18	6.11	159	202402
Synthesis_v5	40	0.08	3.15	0.00028883	0.36	2:00:00	29	0	11	72.5	0.00236515	2.91	122.5	BTC	binance	1.01	1.01	1.18	5.25	202201
Synthesis_v5	69	0.81	55.97	0.00629947	7.87	1:39:00	54	0	15	78.3	0.00228992	2.8	149.9	BTC	binance	7.95	7.95	17.97	102.81	202202
Synthesis_v5	40	0.89	35.44	0.00410134	5.13	3:15:00	29	0	11	72.5	0.00157046	1.91	150.9	BTC	binance	5.07	5.07	12.47	52.29	202203
Synthesis_v5	33	-0.33	-10.86	-0.00153649	-1.92	2:05:00	19	0	14	57.6	0.00345955	4.23	117.7	BTC	binance	-1.78	-1.78	-2.07	-6.09	202204
Synthesis_v5	116	1.15	133.53	0.014916	18.65	1:04:00	98	0	18	84.5	0.00257795	2.82	128.5	BTC	binance	5.58	5.58	21.23	118.82	202205
Synthesis_v5	58	0.18	10.5	0.00120222	1.5	2:14:00	40	0	18	69	0.00234586	2.86	125.1	BTC	binance	0.61	0.61	0.78	3.7	202206
Synthesis_v5	94	0.8	74.76	0.00894728	11.18	1:30:00	76	0	18	80.9	0.00275772	3.06	125.4	BTC	binance	6.02	6.02	17.06	71.58	202207
Synthesis_v5	34	0.95	32.47	0.00364968	4.56	1:46:00	25	0	9	73.5	0.00096949	1.15	133	BTC	binance	6.86	6.86	23.37	127.31	202208
Synthesis_v5	41	0.12	5.02	0.00108743	1.36	1:22:00	29	0	12	70.7	0.00303341	3.65	113.6	BTC	binance	1.05	1.05	1.54	6.46	202209
Synthesis_v5	16	0.99	15.76	0.00189346	2.37	2:14:00	12	0	4	75	0.00029266	0.36	117.9	BTC	binance	5.29	5.29	17.39	81.56	202210
Synthesis_v5	64	0.69	44.22	0.00510988	6.39	1:29:00	45	0	19	70.3	0.00108848	1.26	125.8	BTC	binance	8.97	8.97	30.53	89.02	202211
Synthesis_v5	21	0.55	11.6	0.00135034	1.69	1:12:00	14	0	7	66.7	0.0004658	0.58	122.8	BTC	binance	3.27	3.27	11.83	52.67	202212
Synthesis_v5	59	-0.22	-12.93	-0.00166516	-2.08	4:51:00	39	0	20	66.1	0.00455709	5.59	149.8	BTC	binance	-1.31	-1.31	-1.52	-5.88	202301
Synthesis_v5	38	0.44	16.55	0.0018889	2.1	3:32:00	28	0	10	73.7	0.00174835	1.94	137.7	BTC	binance	3.07	3.07	2.91	73.85	202302
Synthesis_v5	16	-2.15	-34.41	-0.00402682	-4.47	3:40:00	8	0	8	50	0.00533646	5.9	141.2	BTC	binance	-2.94	-2.94	-2.71	-46.77	202303
Synthesis_v5	27	0.16	4.24	0.00045397	0.5	1:27:00	19	0	8	70.4	0.00202573	2.2	139.8	BTC	binance	0.68	0.68	0.72	14.63	202304
Synthesis_v5	17	-1.82	-30.95	-0.00366099	-4.07	1:18:00	10	0	7	58.8	0.00460359	5.07	137.6	BTC	binance	-2.69	-2.69	-2.12	-49.42	202305
Synthesis_v5	18	0.25	4.44	0.0006108	0.68	1:30:00	13	0	5	72.2	0.00161232	1.77	137.4	BTC	binance	1.1	1.1	1.19	24.43	202306
Synthesis_v5	15	-0.42	-6.37	-0.00081357	-0.9	1:32:00	12	0	3	80	0.00323293	3.53	108.1	BTC	binance	-0.7	-0.7	-0.65	-15.8	202307
Synthesis_v5	16	0.72	11.51	0.00138954	1.54	1:30:00	11	0	5	68.8	0.00121702	1.34	108.9	BTC	binance	2.24	2.24	2.6	70.86	202308
Synthesis_v5	29	0.82	23.85	0.00278313	3.09	1:00:00	23	0	6	79.3	0.00194855	2.06	102.3	BTC	binance	4.01	4.01	2.58	95.42	202309
Synthesis_v5	43	-0.42	-18.21	-0.00212094	-2.36	2:43:00	33	0	10	76.7	0.00592193	6.41	127	BTC	binance	-1.65	-1.65	-1.2	-22.66	202310
Synthesis_v5	50	0.92	46.12	0.00550655	6.12	3:01:00	39	0	11	78	0.00136555	1.5	143.1	BTC	binance	8.76	8.76	10.2	260.08	202311
Synthesis_v5	48	0.47	22.79	0.00262436	2.92	5:00:00	36	0	12	75	0.00239451	2.62	149.9	BTC	binance	4.26	4.26	3.98	70.93	202312
Synthesis_v5	43	1.08	46.51	0.00493015	5.48	1:35:00	33	0	10	76.7	0.00144557	1.52	139.6	BTC	binance	12.86	12.86	15.59	221.81	202401
Synthesis_v5	32	-0.13	-4.32	-0.0005335	-0.59	2:55:00	21	0	11	65.6	0.00344872	3.74	112.3	BTC	binance	-0.96	-0.96	-0.97	-10.8	202402

Not Enough Data to display!

Average Overall

Not Enough Data! / Avg statistics not populated yet.

startup_candle_count : 999
OBV_15m: 514.899%
btc_usdt_ewo_5m: 0.035%
rsi_112: -0.005%
ewo: 0.035%
mean_ewo: -0.573%

)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "index.pyx", line 152, in pandas._libs.index.IndexEngine.get_loc
  File "index.pyx", line 176, in pandas._libs.index.IndexEngine.get_loc
  File "index.pyx", line 219, in pandas._libs.index.IndexEngine._get_loc_duplicates
  File "index.pyx", line 227, in pandas._libs.index.IndexEngine._maybe_get_bool_indexer
  File "index.pyx", line 119, in pandas._libs.index._unpack_bool_indexer
KeyError: 'buy_tag'

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/freqtrade/freqtrade/strategy/strategy_wrapper.py", line 27, in wrapper
    return f(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^
  File "/freqtrade/freqtrade/strategy/interface.py", line 487, in custom_exit
    return self.custom_sell(pair, trade, current_time, current_rate, current_profit, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/freqtrade/user_data/strategies/Synthesis_v5.py", line 567, in custom_sell
    buy_tag = trade_candle['buy_tag']
              ~~~~~~~~~~~~^^^^^^^^^^^
  File "/home/ftuser/.local/lib/python3.11/site-packages/pandas/core/series.py", line 1040, in __getitem__
    return self._get_value(key)
           ^^^^^^^^^^^^^^^^^^^^
  File "/home/ftuser/.local/lib/python3.11/site-packages/pandas/core/series.py", line 1156, in _get_value
    loc = self.index.get_loc(label)
          ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/ftuser/.local/lib/python3.11/site-packages/pandas/core/indexes/base.py", line 3798, in get_loc
    raise KeyError(key) from err
KeyError: 'buy_tag'

stoploss: -0.347
timeframe: 5m
hash(sha256): 4e491892f8ca37e80bab0748a9853ac10238627b216b3f88d742b6223d8f1064
indicators:
body_pct aroon_down_very_weak btccheck upper linear
sslchannel sell s_nasosv2b s_bb_rsi_falling good_obv
btc_usdt_ema_200_5m btc_sma_delta close ma_sell_99 senkou_a
s1 sma_5 vwap_upperband bb_lowerband trima_200
isshortpumping ema_25 ema_200_1h gooduptrend ewo
rsi_fast btc_usdt_trima_200_4h xc3 HA_High sma_12
volume smaHigh OBVSlope2_15m _is_bad senkou_a
senkou_b sma_50 sslDown rsi_slow_descending trima_offset_buy
source s3_1h s2 buy_tag high
sslUp slowMA cci bbwidthsma er_1h
btc_usdt_rsi_5m rsi

Similar Strategies: (based on used indicators)

Strategy: Synthesis_v5_limited, Similarity Score: 96.23%
Strategy: Synthesis_v6, Similarity Score: 96.23%
Strategy: Synthesis_v4, Similarity Score: 86.79%

last change: 2024-09-12 18:05:26