PRL

Pearl · native · lstm_s4

token id: #318
symbol: PRL
variant: –
chain: native
address
cohort: datapoint (mid-window listing)
first bar: 2026-03-25
predictions: 606

Track record at +7d

assessed

195

of 202 predictions shown

direction hit

51.3%

alpha space; 50% is a coin flip

MAE (alpha)

0.1674

mean absolute log-return error

mean pred / actual

-0.0140

actual -0.0309

History

as of	split	anchor px	pred px	pred Δ	actual px	actual Δ	alpha err	hit	β90d
2026-10-21	oos	0.09683	0.096143	-0.71%	–	pending	–	–	-0.49
2026-10-20	oos	0.09595	0.095336	-0.64%	–	pending	–	–	-0.49
2026-10-19	oos	0.086455	0.086091	-0.42%	–	pending	–	–	-0.52
2026-10-18	oos	0.089395	0.088902	-0.55%	–	pending	–	–	-0.51
2026-10-17	oos	0.09256	0.092037	-0.57%	–	pending	–	–	-0.50
2026-10-16	oos	0.09638	0.095886	-0.51%	–	pending	–	–	-0.51
2026-10-15	oos	0.098895	0.098578	-0.32%	–	pending	–	–	-0.51
2026-10-14	oos	0.10321	0.102746	-0.45%	0.09683	-6.18%	0.0524	✓	-0.50
2026-10-13	oos	0.1071	0.106658	-0.41%	0.09595	-10.41%	0.1068	✓	-0.52
2026-10-12	oos	0.10897	0.10838	-0.54%	0.086455	-20.66%	0.2254	✓	-0.52
2026-10-11	oos	0.11286	0.11207	-0.70%	0.089395	-20.79%	0.2353	✓	-0.46
2026-10-10	oos	0.11281	0.112078	-0.65%	0.09256	-17.95%	0.1993	✓	-0.43
2026-10-09	oos	0.112985	0.112131	-0.76%	0.09638	-14.70%	0.1568	✓	-0.43
2026-10-08	oos	0.112445	0.111713	-0.65%	0.098895	-12.05%	0.1196	✓	-0.43
2026-10-07	oos	0.112855	0.112263	-0.52%	0.10321	-8.55%	0.0928	✓	-0.42
2026-10-06	oos	0.114295	0.113712	-0.51%	0.1071	-6.30%	0.0726	✓	-0.44
2026-10-05	oos	0.1153	0.114717	-0.51%	0.10897	-5.49%	0.0696	✓	-0.38
2026-10-04	oos	0.115245	0.114782	-0.40%	0.11286	-2.07%	0.0295	✓	-0.38
2026-10-03	oos	0.11641	0.115602	-0.69%	0.11281	-3.09%	0.0326	✓	-0.37
2026-10-02	oos	0.1163	0.115497	-0.69%	0.112985	-2.85%	0.0309	✓	-0.38
2026-10-01	oos	0.117695	0.116756	-0.80%	0.112445	-4.46%	0.0518	✓	-0.38
2026-09-30	oos	0.11663	0.115476	-0.99%	0.112855	-3.24%	0.0242	✓	-0.35
2026-09-29	oos	0.116075	0.114816	-1.08%	0.114295	-1.53%	0.0031	✓	-0.34
2026-09-28	oos	0.115385	0.114091	-1.12%	0.1153	-0.07%	0.0189	✗	-0.31
2026-09-27	oos	0.12233	0.120855	-1.21%	0.115245	-5.79%	0.0402	✓	-0.31
2026-09-26	oos	0.12269	0.121221	-1.20%	0.11641	-5.12%	0.0394	✓	-0.29
2026-09-25	oos	0.12086	0.119525	-1.10%	0.1163	-3.77%	0.0259	✓	-0.30
2026-09-24	oos	0.11888	0.117782	-0.92%	0.117695	-1.00%	0.0009	✓	-0.30
2026-09-23	oos	0.11387	0.113044	-0.73%	0.11663	+2.42%	0.0283	✗	-0.30
2026-09-22	oos	0.12082	0.120002	-0.68%	0.116075	-3.93%	0.0443	✓	-0.36
2026-09-21	oos	0.118115	0.117509	-0.51%	0.115385	-2.31%	0.0306	✓	-0.33
2026-09-20	oos	0.11549	0.114473	-0.88%	0.12233	+5.92%	0.0834	✗	-0.43
2026-09-19	oos	0.11687	0.116047	-0.70%	0.12269	+4.98%	0.0723	✗	-0.43
2026-09-18	oos	0.11423	0.113626	-0.53%	0.12086	+5.80%	0.0782	✗	-0.42
2026-09-17	oos	0.1089	0.109056	+0.14%	0.11888	+9.16%	0.1408	✓	-0.55
2026-09-16	oos	0.1093	0.109625	+0.30%	0.11387	+4.18%	0.0949	✓	-0.55
2026-09-15	oos	0.107435	0.108082	+0.60%	0.12082	+12.46%	0.1793	✓	-0.52
2026-09-14	oos	0.113295	0.112953	-0.30%	0.118115	+4.25%	0.1019	✗	-0.56
2026-09-13	oos	0.110605	0.110796	+0.17%	0.11549	+4.42%	0.0711	✓	-0.54
2026-09-12	oos	0.117375	0.116987	-0.33%	0.11687	-0.43%	0.0268	✗	-0.56
2026-09-11	oos	0.1145	0.114319	-0.16%	0.11423	-0.24%	0.0253	✗	-0.56
2026-09-10	oos	0.10966	0.109946	+0.26%	0.1089	-0.69%	0.0109	✗	-0.56
2026-09-09	oos	0.117875	0.118306	+0.37%	0.1093	-7.27%	0.0963	✗	-0.62
2026-09-08	oos	0.125695	0.126247	+0.44%	0.107435	-14.53%	0.1795	✗	-0.49
2026-09-07	oos	0.13255	0.133408	+0.65%	0.113295	-14.53%	0.1693	✗	-0.50
2026-09-06	oos	0.12763	0.129054	+1.12%	0.110605	-13.34%	0.1742	✗	-0.44
2026-09-05	oos	0.12613	0.12823	+1.66%	0.117375	-6.94%	0.1033	✗	-0.46
2026-09-04	oos	0.12391	0.126242	+1.88%	0.1145	-7.59%	0.1104	✗	-0.41
2026-09-03	oos	0.12911	0.132237	+2.42%	0.10966	-15.06%	0.2133	✗	-0.44
2026-09-02	oos	0.13655	0.13859	+1.49%	0.117875	-13.68%	0.1586	✗	-0.27
2026-09-01	oos	0.14876	0.151617	+1.92%	0.125695	-15.50%	0.1840	✗	-0.26
2026-08-31	oos	0.15862	0.162531	+2.47%	0.13255	-16.44%	0.2015	✗	-0.35
2026-08-30	oos	0.17393	0.178222	+2.47%	0.12763	-26.62%	0.3249	✗	-0.27
2026-08-29	oos	0.18234	0.18792	+3.06%	0.12613	-30.83%	0.3937	✗	-0.25
2026-08-28	oos	0.187175	0.193699	+3.49%	0.12391	-33.80%	0.4410	✗	-0.25
2026-08-27	oos	0.20275	0.21191	+4.52%	0.12911	-36.32%	0.4918	✗	-0.30
2026-08-26	oos	0.20398	0.213885	+4.86%	0.13655	-33.06%	0.4554	✗	-0.30
2026-08-25	oos	0.21216	0.223001	+5.11%	0.14876	-29.88%	0.4097	✗	-0.34
2026-08-24	oos	0.219885	0.230896	+5.01%	0.15862	-27.86%	0.3771	✗	-0.32
2026-08-23	oos	0.2312	0.242605	+4.93%	0.17393	-24.77%	0.3330	✗	-0.26
2026-08-22	oos	0.2294	0.240657	+4.91%	0.18234	-20.51%	0.2735	✗	-0.27
2026-08-21	oos	0.25231	0.262661	+4.10%	0.187175	-25.82%	0.3408	✗	-0.31
2026-08-20	oos	0.25681	0.248039	-3.42%	0.20275	-21.05%	0.1722	✓	-0.31
2026-08-19	oos	0.31667	0.304276	-3.91%	0.20398	-35.59%	0.4062	✓	0.05
2026-08-18	oos	0.44811	0.428554	-4.36%	0.21216	-52.65%	0.8835	✓	0.93
2026-08-17	oos	0.39028	0.374804	-3.97%	0.219885	-43.66%	0.7160	✓	0.90
2026-08-16	oos	0.39762	0.381052	-4.17%	0.2312	-41.85%	0.7020	✓	0.95
2026-08-15	oos	0.354585	0.337525	-4.81%	0.2294	-35.30%	0.5771	✓	0.95
2026-08-14	oos	0.35075	0.33624	-4.14%	0.25231	-28.07%	0.4953	✓	0.95
2026-08-13	oos	0.300195	0.288647	-3.85%	0.25681	-14.45%	0.2584	✓	1.01
2026-08-12	oos	0.323825	0.311088	-3.93%	0.31667	-2.21%	0.0802	✓	1.10
2026-08-11	oos	0.330115	0.316586	-4.10%	0.44811	+35.74%	0.3284	✗	1.06
2026-08-10	oos	0.304755	0.292416	-4.05%	0.39028	+28.06%	0.2793	✗	1.07
2026-08-09	oos	0.2748	0.263804	-4.00%	0.39762	+44.69%	0.4463	✗	1.14
2026-08-08	oos	0.300765	0.287883	-4.28%	0.354585	+17.89%	0.2423	✗	1.15
2026-08-07	oos	0.284025	0.27188	-4.28%	0.35075	+23.49%	0.2870	✗	1.08
2026-08-06	oos	0.279705	0.267165	-4.48%	0.300195	+7.33%	0.1308	✗	1.08
2026-08-05	oos	0.27185	0.260228	-4.28%	0.323825	+19.12%	0.2388	✗	1.09
2026-08-04	oos	0.257085	0.246609	-4.07%	0.330115	+28.41%	0.3002	✗	1.05
2026-08-03	oos	0.25844	0.247599	-4.19%	0.304755	+17.92%	0.2005	✗	1.03
2026-08-02	oos	0.2655	0.253621	-4.47%	0.2748	+3.50%	0.0579	✗	1.06
2026-08-01	oos	0.24187	0.2319	-4.12%	0.300765	+24.35%	0.2249	✗	1.04
2026-07-31	oos	0.24613	0.234897	-4.56%	0.284025	+15.40%	0.1561	✗	1.04
2026-07-30	oos	0.24718	0.234523	-5.12%	0.279705	+13.16%	0.1838	✗	1.08
2026-07-29	oos	0.2118	0.203812	-3.77%	0.27185	+28.35%	0.2783	✗	0.89
2026-07-28	oos	0.18124	0.179456	-0.98%	0.257085	+41.85%	0.3568	✗	0.84
2026-07-27	oos	0.180795	0.178967	-1.01%	0.25844	+42.95%	0.3705	✗	0.86
2026-07-26	oos	0.19156	0.187198	-2.28%	0.2655	+38.60%	0.3721	✗	0.79
2026-07-25	oos	0.180655	0.179711	-0.52%	0.24187	+33.89%	0.3106	✗	0.56
2026-07-24	oos	0.17977	0.178987	-0.44%	0.24613	+36.91%	0.3302	✗	0.59
2026-07-23	oos	0.17194	0.171861	-0.05%	0.24718	+43.76%	0.3665	✗	0.61
2026-07-22	oos	0.170375	0.170596	+0.13%	0.2118	+24.31%	0.2371	✓	0.61
2026-07-21	oos	0.176875	0.1767	-0.10%	0.18124	+2.47%	0.0498	✗	0.60
2026-07-20	oos	0.17387	0.173354	-0.30%	0.180795	+3.98%	0.0564	✗	0.61
2026-07-19	oos	0.17227	0.171676	-0.34%	0.19156	+11.20%	0.1034	✗	0.61
2026-07-18	oos	0.1727	0.17178	-0.53%	0.180655	+4.61%	0.0561	✗	0.74
2026-07-17	oos	0.17012	0.169209	-0.54%	0.17977	+5.67%	0.0585	✗	0.68
2026-07-16	oos	0.168865	0.168311	-0.33%	0.17194	+1.82%	0.0047	✗	0.84
2026-07-15	oos	0.16945	0.168956	-0.29%	0.170375	+0.55%	0.0057	✓	0.67
2026-07-14	oos	0.175085	0.174307	-0.44%	0.176875	+1.02%	0.0031	✓	0.76
2026-07-13	oos	0.165275	0.164455	-0.50%	0.17387	+5.20%	0.0221	✗	0.73
2026-07-12	oos	0.170995	0.169846	-0.67%	0.17227	+0.75%	0.0037	✓	0.71
2026-07-11	oos	0.16921	0.168332	-0.52%	0.1727	+2.06%	0.0166	✗	0.57
2026-07-10	oos	0.173995	0.17267	-0.76%	0.17012	-2.23%	0.0131	✓	0.48
2026-07-09	oos	0.16962	0.16845	-0.69%	0.168865	-0.45%	0.0020	✓	0.47
2026-07-08	oos	0.172195	0.170871	-0.77%	0.16945	-1.59%	0.0262	✓	0.46
2026-07-07	oos	0.18963	0.185234	-2.32%	0.175085	-7.67%	0.0667	✓	0.40
2026-07-06	oos	0.19	0.185325	-2.46%	0.165275	-13.01%	0.1037	✓	0.39
2026-07-05	oos	0.172495	0.17072	-1.03%	0.170995	-0.87%	0.0007	✓	0.35
2026-07-04	oos	0.184115	0.180186	-2.13%	0.16921	-8.10%	0.0669	✓	0.37
2026-07-03	oos	0.17919	0.175568	-2.02%	0.173995	-2.90%	0.0210	✓	0.47
2026-07-02	oos	0.167965	0.165659	-1.37%	0.16962	+0.99%	0.0109	✓	0.47
2026-07-01	oos	0.16593	0.163945	-1.20%	0.172195	+3.78%	0.0316	✗	0.47
2026-06-30	oos	0.15907	0.158054	-0.64%	0.18963	+19.21%	0.1455	✗	0.47
2026-06-29	oos	0.16325	0.161594	-1.01%	0.19	+16.39%	0.1339	✗	0.45
2026-06-28	oos	0.154175	0.153507	-0.43%	0.172495	+11.88%	0.0953	✗	0.32
2026-06-27	oos	0.150835	0.150759	-0.05%	0.184115	+22.06%	0.1875	✗	0.24
2026-06-26	oos	0.14411	0.144812	+0.49%	0.17919	+24.34%	0.2035	✓	0.23
2026-06-25	oos	0.14418	0.145364	+0.82%	0.167965	+16.50%	0.1376	✓	0.23
2026-06-24	oos	0.1387	0.140116	+1.02%	0.16593	+19.63%	0.1773	✓	0.48
2026-06-23	oos	0.14184	0.142703	+0.61%	0.15907	+12.15%	0.1264	✓	0.26
2026-06-22	oos	0.13865	0.139272	+0.45%	0.16325	+17.74%	0.1759	✓	0.28
2026-06-21	oos	0.14252	0.143342	+0.58%	0.154175	+8.18%	0.0906	✓	0.29
2026-06-20	oos	0.14479	0.145516	+0.50%	0.150835	+4.18%	0.0556	✓	0.29
2026-06-19	oos	0.144445	0.146184	+1.20%	0.14411	-0.23%	0.0018	✓	0.29
2026-06-18	oos	0.151155	0.15296	+1.19%	0.14418	-4.61%	0.0435	✗	0.30
2026-06-17	oos	0.15744	0.158394	+0.61%	0.1387	-11.90%	0.1174	✗	0.28
2026-06-16	oos	0.16476	0.164856	+0.06%	0.14184	-13.91%	0.1385	✗	0.26
2026-06-15	oos	0.18421	0.182359	-1.00%	0.13865	-24.73%	0.2659	✓	0.23
2026-06-14	oos	0.19015	0.187384	-1.45%	0.14252	-25.05%	0.2646	✓	0.24
2026-06-13	oos	0.195935	0.192104	-1.96%	0.14479	-26.10%	0.2819	✓	0.26
2026-06-12	oos	0.191665	0.18939	-1.19%	0.144445	-24.64%	0.2707	✓	0.25
2026-06-11	oos	0.1988	0.194286	-2.27%	0.151155	-23.97%	0.2483	✓	0.25
2026-06-10	oos	0.17579	0.17657	+0.44%	0.15744	-10.44%	0.1206	✗	0.13
2026-06-09	oos	0.179975	0.180274	+0.17%	0.16476	-8.45%	0.0976	✗	0.12
2026-06-08	oos	0.18887	0.186495	-1.26%	0.18421	-2.47%	0.0169	✓	0.09
2026-06-07	oos	0.178	0.177845	-0.09%	0.19015	+6.83%	0.0633	✗	0.10
2026-06-06	oos	0.17343	0.175715	+1.32%	0.195935	+12.98%	0.1052	✓	0.07
2026-06-05	oos	0.17492	0.177683	+1.58%	0.191665	+9.57%	0.0731	✓	0.07
2026-06-04	oos	0.18829	0.186332	-1.04%	0.1988	+5.58%	0.0646	✗	-0.05
2026-06-03	oos	0.20735	0.200534	-3.29%	0.17579	-15.22%	0.1340	✓	-0.06
2026-06-02	oos	0.19479	0.189465	-2.73%	0.179975	-7.61%	0.0489	✓	0.03
2026-06-01	oos	0.19786	0.191171	-3.38%	0.18887	-4.54%	0.0145	✓	-0.02
2026-05-31	oos	0.20331	0.195836	-3.68%	0.178	-12.45%	0.1057	✓	-0.07
2026-05-30	oos	0.20295	0.195316	-3.76%	0.17343	-14.55%	0.1320	✓	-0.07
2026-05-29	oos	0.181715	0.177903	-2.10%	0.17492	-3.74%	0.0345	✓	-0.10
2026-05-28	oos	0.17852	0.174667	-2.16%	0.18829	+5.47%	0.0618	✗	-0.09
2026-05-27	oos	0.15387	0.155715	+1.20%	0.20735	+34.76%	0.2851	✓	-0.01
2026-05-26	oos	0.16026	0.161353	+0.68%	0.19479	+21.55%	0.1816	✓	-0.05
2026-05-25	oos	0.17268	0.172669	-0.01%	0.19786	+14.58%	0.1257	✗	-0.13
2026-05-24	oos	0.17963	0.179338	-0.16%	0.20331	+13.18%	0.1198	✗	-0.13
2026-05-23	oos	0.191655	0.190489	-0.61%	0.20295	+5.89%	0.0589	✗	-0.12
2026-05-22	oos	0.18882	0.188633	-0.10%	0.181715	-3.76%	0.0409	✓	-0.13
2026-05-21	oos	0.19739	0.196023	-0.69%	0.17852	-9.56%	0.1046	✓	-0.21
2026-05-20	oos	0.200525	0.198963	-0.78%	0.15387	-23.27%	0.2657	✓	-0.21
2026-05-19	oos	0.200605	0.199347	-0.63%	0.16026	-20.11%	0.2208	✓	-0.21
2026-05-18	oos	0.206865	0.205056	-0.87%	0.17268	-16.53%	0.1710	✓	-0.21
2026-05-17	oos	0.19963	0.198999	-0.32%	0.17963	-10.02%	0.1035	✓	-0.20
2026-05-16	oos	0.20361	0.202789	-0.40%	0.191655	-5.87%	0.0606	✓	-0.22
2026-05-15	oos	0.219995	0.217101	-1.32%	0.18882	-14.17%	0.1529	✓	-0.29
2026-05-14	oos	0.2512	0.245548	-2.25%	0.19739	-21.42%	0.2419	✓	-0.53
2026-05-13	oos	0.25513	0.248275	-2.69%	0.200525	-21.40%	0.2254	✓	-0.51
2026-05-12	oos	0.25496	0.247927	-2.76%	0.200605	-21.32%	0.2369	✓	-0.53
2026-05-11	oos	0.27403	0.265255	-3.20%	0.206865	-24.51%	0.2870	✓	-0.64
2026-05-10	oos	0.27135	0.262646	-3.21%	0.19963	-26.43%	0.3127	✓	-0.64
2026-05-09	oos	0.28986	0.278788	-3.82%	0.20361	-29.76%	0.3325	✓	-0.57
2026-05-08	oos	0.28383	0.272765	-3.90%	0.219995	-22.49%	0.2231	✓	-0.57
2026-05-07	oos	0.27438	0.263906	-3.82%	0.2512	-8.45%	0.0417	✓	-0.57
2026-05-06	oos	0.26746	0.257579	-3.69%	0.25513	-4.61%	0.0247	✓	-0.57
2026-05-05	oos	0.283635	0.272053	-4.08%	0.25496	-10.11%	0.0678	✓	-0.55
2026-05-04	oos	0.26549	0.254843	-4.01%	0.27403	+3.22%	0.0863	✗	-0.59
2026-05-03	oos	0.25235	0.242314	-3.98%	0.27135	+7.53%	0.1420	✗	-0.64
2026-05-02	oos	0.26266	0.25223	-3.97%	0.28986	+10.36%	0.1552	✗	-0.65
2026-05-01	oos	0.25282	0.242966	-3.90%	0.28383	+12.27%	0.1717	✗	-0.66
2026-04-30	oos	0.28061	0.268976	-4.15%	0.27438	-2.22%	0.0432	✗	-0.49
2026-04-29	oos	0.31369	0.300297	-4.27%	0.26746	-14.74%	0.0837	✓	-0.44
2026-04-28	oos	0.35463	0.334932	-5.55%	0.283635	-20.02%	0.1346	✓	-0.54
2026-04-27	oos	0.3251	0.298925	-8.05%	0.26549	-18.34%	0.1035	✓	-0.48
2026-04-26	oos	0.22072	0.21354	-3.25%	0.25235	+14.33%	0.1671	✗	0.06
2026-04-25	oos	0.20786	0.202014	-2.81%	0.26266	+26.36%	0.2623	✗	0.02
2026-04-24	oos	0.205465	0.200057	-2.63%	0.25282	+23.05%	0.2339	✗	0.02
2026-04-23	oos	0.20197	0.198366	-1.78%	0.28061	+38.94%	0.3724	✗	1.00
2026-04-22	oos	0.23358	0.225741	-3.36%	0.31369	+34.30%	0.3609	✗	1.00
2026-04-21	oos	0.22605	0.218221	-3.46%	0.35463	+56.88%	0.4860	✗	1.00
2026-04-20	oos	0.22024	0.212618	-3.46%	0.3251	+47.61%	0.4051	✗	1.00
2026-04-19	oos	0.19005	0.184744	-2.79%	0.22072	+16.14%	0.1143	✗	1.00
2026-04-18	oos	0.18005	0.176399	-2.03%	0.20786	+15.45%	0.1392	✗	1.00
2026-04-17	oos	0.24832	0.234429	-5.59%	0.205465	-17.26%	0.1366	✓	1.00
2026-04-16	oos	0.29724	0.262358	-11.74%	0.20197	-32.05%	0.3022	✓	1.00
2026-04-15	oos	0.18078	0.176906	-2.14%	0.23358	+29.21%	0.2338	✗	1.00
2026-04-14	oos	0.17941	0.175283	-2.30%	0.22605	+26.00%	0.2255	✗	1.00
2026-04-13	oos	0.17572	0.171825	-2.22%	0.22024	+25.34%	0.2294	✗	1.00
2026-04-12	oos	0.18519	0.179276	-3.19%	0.19005	+2.62%	0.0159	✓	1.00
2026-04-11	oos	0.17241	0.167513	-2.84%	0.18005	+4.43%	0.0365	✗	1.00
2026-04-10	oos	0.16176	0.157106	-2.88%	0.24832	+53.51%	0.4031	✗	1.00
2026-04-09	oos	0.16878	0.163293	-3.25%	0.29724	+76.11%	0.5532	✗	1.00
2026-04-08	oos	0.17473	0.168511	-3.56%	0.18078	+3.46%	0.0189	✓	1.00
2026-04-07	oos	0.17153	0.165376	-3.59%	0.17941	+4.59%	0.0504	✗	1.00
2026-04-06	oos	0.17115	0.164869	-3.67%	0.17572	+2.67%	0.0144	✓	1.00
2026-04-05	oos	0.19287	0.184109	-4.54%	0.18519	-3.98%	0.0192	✓	1.00
2026-04-04	oos	0.16536	0.158902	-3.91%	0.17241	+4.26%	0.0010	✓	1.00
2026-04-03	oos	0.14425	0.138863	-3.73%	0.16176	+12.14%	0.0663	✗	1.00

predicted and realised values are beta-adjusted unless labelled otherwise: alpha = r_token − β_90d · r_BTC, so every figure means “performance versus this token’s own BTC beta”, not market direction. Prices are reconstructed under the flat-BTC assumption P̂ = P_last exp(clip(α̂, ±3)). In-sample (train) rows are excluded by default because the model trained on them. Read-only view of predictions.db.