Datasets:

cmpatino
/

utility_driven_prediction

epoch int64 1 120	train_loss float64 5.75 7.82k	train_accuracy float64 3.36 98.1	validation_loss float64 8.58 423	validation_accuracy float64 5.53 88.9
1	133.801872	3.360151	15.172559	5.531915
2	125.553545	8.613346	14.436665	12.12766
3	116.96189	14.978703	13.623176	15.319149
4	108.179788	19.995267	13.028678	18.93617
5	102.87344	24.420256	12.451647	20.851064
6	97.689906	27.472788	12.141753	24.468085
7	92.967923	31.566493	11.703931	26.382979
8	89.155752	33.577851	11.534188	25.744681
9	85.984746	37.363938	11.214481	27.446809
10	81.931191	40.534785	10.945832	28.723404
11	76.995569	42.262186	10.681654	29.148936
12	75.01795	44.557501	10.485675	31.06383
13	72.448126	47.539044	10.396405	32.12766
14	68.595883	48.509229	10.269273	33.191489
15	66.416163	50.828206	9.963394	36.170213
16	63.667105	53.880738	9.905676	33.829787
17	62.006703	54.212021	9.843171	36.595745
18	60.254217	55.91576	9.684805	37.446809
19	56.724343	58.660672	9.641639	38.085106
20	54.743819	59.867487	9.439682	38.510638
21	53.419657	62.920019	9.445367	40.638298
22	52.36443	62.233791	9.360589	40.425532
23	49.635847	63.700899	9.137387	42.765957
24	47.049807	66.800757	9.025007	41.702128
25	46.975302	67.108377	8.992937	42.340426
26	44.042832	68.480833	9.008383	43.191489
27	42.916278	68.646474	8.958641	42.553191
28	42.465645	70.373876	8.891486	41.06383
29	41.795201	71.225745	8.920337	41.489362
30	40.333278	72.598202	8.899382	42.765957
31	37.956334	74.017984	8.826223	45.106383
32	36.145035	74.988168	8.794569	42.765957
33	36.753283	75.485092	8.912593	43.191489
34	35.513207	76.975864	8.90142	44.255319
35	33.035108	77.543777	8.767464	46.808511
36	31.764158	78.916233	8.84375	45.319149
37	30.14708	79.271178	9.101024	42.340426
38	30.413381	80.312352	8.808134	42.765957
39	30.805808	81.3062	8.750712	44.042553
40	29.680489	81.992428	8.819687	43.404255
41	27.048874	82.418363	8.899026	43.404255
42	26.591944	83.435873	8.738099	45.957447
43	26.754056	84.145764	8.934748	45.744681
44	24.531927	84.548036	8.944351	45.957447
45	23.926651	84.808329	8.681553	46.595745
46	23.797109	85.967818	8.596992	46.170213
47	22.404961	86.06247	8.742378	45.744681
48	23.198922	87.032655	8.858096	45.744681
49	21.414986	87.340274	8.700152	44.893617
50	21.943857	88.405111	8.925474	47.021277
51	18.218208	89.162328	8.624157	46.808511
52	20.297129	88.334122	8.725972	45.531915
53	20.91536	89.446285	8.68559	47.659574
54	18.249564	89.848557	8.700658	44.042553
55	17.86312	90.298154	8.95946	47.446809
56	19.909599	90.10885	8.87095	46.382979
57	17.329793	91.339328	9.03688	47.234043
58	16.944728	91.102698	8.703872	47.021277
59	16.093946	90.937056	8.581283	46.382979
60	16.95721	91.575958	9.034849	46.382979
61	16.381983	92.333176	8.952814	46.170213
62	15.162214	91.907241	9.130442	47.234043
63	15.09941	93.232371	8.959909	47.446809
64	14.136049	92.640795	8.80933	45.744681
65	14.924829	92.924752	8.602271	48.085106
66	12.456906	93.279697	8.927883	46.595745
67	12.111853	93.800284	8.954809	47.659574
68	11.298331	93.989588	8.714355	48.297872
69	13.613881	94.131566	8.981157	46.595745
70	13.652822	93.776621	9.095773	46.170213
71	13.010067	93.681969	8.929792	50.638298
72	13.260865	93.871273	8.892355	47.87234
73	13.143745	94.439186	8.983597	46.170213
74	11.528584	95.007099	8.858795	47.234043
75	10.253374	95.669664	9.418704	46.595745
76	11.624322	94.62849	9.092607	46.595745
77	10.737632	95.007099	9.24262	48.297872
78	10.334126	94.841458	8.952769	49.574468
79	9.423328	95.622338	9.097013	47.021277
80	10.593757	95.787979	9.024744	47.234043
81	9.927815	95.669664	9.146837	47.659574
82	13.137595	95.527686	9.139509	50.212766
83	10.111153	95.929957	9.207007	48.297872
84	8.756556	96.284903	9.114424	48.297872
85	9.300085	96.190251	8.954055	45.744681
86	11.512818	96.355892	9.256454	46.595745
87	9.422899	96.332229	9.26701	48.510638
88	8.10851	96.474207	9.151312	47.446809
89	9.445977	96.521533	9.301091	48.510638
90	9.752863	96.190251	9.399388	46.595745
91	10.61241	96.852816	9.132286	48.085106
92	10.218923	96.49787	9.186318	47.659574
93	8.68335	96.829153	9.346267	45.319149
94	10.189376	96.450544	9.007544	50
95	9.37878	97.420729	9.577181	45.957447
96	8.29854	96.947468	9.221933	47.87234
97	7.129737	97.255088	9.472829	48.297872
98	9.035131	97.468055	9.287852	49.787234
99	8.133988	97.184098	9.36611	48.93617
100	8.835381	97.515381	9.54413	47.234043

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