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tikz/validation-curve: Update

This commit is contained in:
Martin Thoma 2017-04-30 22:54:37 +02:00
parent 9c5d73dbff
commit 7f1684d2c1
24 changed files with 1988 additions and 1715 deletions

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@ -1,127 +1,147 @@
epoch,min_acc,max_acc,mean_acc
0,0.1568,0.1602,0.15858
1,0.2042,0.2068,0.20544000000000001
2,0.2352,0.238,0.23674000000000003
3,0.2706,0.2736,0.27199999999999996
4,0.2982,0.3036,0.3014
5,0.319,0.324,0.32228000000000001
6,0.3328,0.3364,0.33423999999999998
7,0.3484,0.3512,0.35004000000000002
8,0.3614,0.3652,0.36327999999999999
9,0.369,0.3738,0.37051999999999996
10,0.372,0.3756,0.37378
11,0.3846,0.3902,0.38756000000000002
12,0.3934,0.3966,0.39498
13,0.4042,0.4076,0.40506000000000003
14,0.4078,0.412,0.40969999999999995
15,0.4174,0.4218,0.41950000000000004
16,0.4212,0.4238,0.42265999999999992
17,0.4254,0.4288,0.42718
18,0.4304,0.4346,0.43290000000000006
19,0.4352,0.4384,0.43674000000000002
20,0.4404,0.4448,0.44284000000000001
21,0.4504,0.4538,0.45234000000000008
22,0.4568,0.4598,0.45820000000000005
23,0.4582,0.4626,0.46053999999999995
24,0.467,0.4712,0.46899999999999997
25,0.4656,0.4702,0.46821999999999997
26,0.4626,0.4688,0.46597999999999995
27,0.4754,0.4798,0.47782000000000002
28,0.4742,0.4804,0.47700000000000004
29,0.4824,0.4868,0.48498000000000002
30,0.4832,0.4872,0.48469999999999996
31,0.4806,0.4832,0.48204000000000002
32,0.4836,0.49,0.48746
33,0.491,0.4956,0.49335999999999991
34,0.4922,0.4974,0.49493999999999999
35,0.4934,0.4994,0.49637999999999999
36,0.5018,0.5058,0.50356000000000001
37,0.4968,0.5004,0.49917999999999996
38,0.5048,0.51,0.50773999999999997
39,0.512,0.5168,0.51473999999999998
40,0.5088,0.5142,0.51116000000000006
41,0.5088,0.5162,0.51322000000000001
42,0.5188,0.522,0.51998000000000011
43,0.5154,0.5212,0.51927999999999996
44,0.5166,0.521,0.51933999999999991
45,0.5164,0.5206,0.51879999999999993
46,0.5128,0.517,0.51537999999999995
47,0.5238,0.529,0.52617999999999998
48,0.525,0.5302,0.52716000000000007
49,0.5296,0.5328,0.53092000000000006
50,0.5222,0.5296,0.5242
51,0.5326,0.5382,0.53537999999999997
52,0.5354,0.5392,0.53723999999999994
53,0.5314,0.5374,0.53436000000000017
54,0.53,0.5352,0.53246000000000004
55,0.532,0.5376,0.53526000000000007
56,0.5298,0.5352,0.53271999999999997
57,0.5372,0.545,0.54073999999999989
58,0.5398,0.5446,0.54256000000000004
59,0.5372,0.5432,0.54023999999999994
60,0.5428,0.5492,0.54580000000000006
61,0.5424,0.5458,0.54398000000000002
62,0.551,0.5552,0.55227999999999999
63,0.5462,0.5526,0.54804000000000008
64,0.5436,0.5508,0.54665999999999992
65,0.5488,0.5554,0.55169999999999997
66,0.5568,0.5622,0.55935999999999997
67,0.5582,0.5636,0.56081999999999999
68,0.5428,0.551,0.54724000000000006
69,0.5526,0.5582,0.55600000000000005
70,0.5514,0.5584,0.55547999999999997
71,0.5552,0.56,0.5575
72,0.5564,0.5606,0.55841999999999992
73,0.5646,0.5722,0.56792000000000009
74,0.563,0.5686,0.56599999999999995
75,0.563,0.5684,0.56606000000000001
76,0.5718,0.5768,0.57445999999999997
77,0.5624,0.568,0.56405999999999989
78,0.561,0.569,0.56473999999999991
79,0.5636,0.5688,0.56577999999999995
80,0.566,0.5714,0.56859999999999999
81,0.5698,0.575,0.57208000000000003
82,0.5626,0.571,0.56596000000000013
83,0.5706,0.576,0.57323999999999997
84,0.5654,0.5718,0.56840000000000002
85,0.572,0.5772,0.57462000000000002
86,0.5752,0.5796,0.57754000000000016
87,0.5722,0.5776,0.57552000000000003
88,0.5728,0.5776,0.57532000000000005
89,0.5708,0.5762,0.57294
90,0.5758,0.5834,0.57894000000000001
91,0.5728,0.5802,0.5769200000000001
92,0.5748,0.58,0.57747999999999988
93,0.5746,0.5842,0.57962000000000002
94,0.5766,0.5822,0.57956000000000008
95,0.5786,0.584,0.58087999999999995
96,0.5798,0.5842,0.5821400000000001
97,0.5746,0.5844,0.57982
98,0.5762,0.581,0.57896000000000014
99,0.5774,0.584,0.58103999999999989
100,0.5806,0.5862,0.58306000000000002
101,0.5816,0.5868,0.58489999999999998
102,0.5844,0.5894,0.58663999999999994
103,0.5756,0.5836,0.57948
104,0.5818,0.5878,0.58545999999999998
105,0.5866,0.5914,0.58879999999999988
106,0.5836,0.5896,0.58565999999999996
107,0.5836,0.5908,0.58691999999999989
108,0.5834,0.5876,0.58543999999999996
109,0.5856,0.5896,0.58725999999999989
110,0.585,0.591,0.58901999999999988
111,0.5882,0.5954,0.59261999999999992
112,0.587,0.5912,0.58904000000000001
113,0.5878,0.593,0.58989999999999998
114,0.5882,0.5956,0.59096000000000004
115,0.5908,0.5996,0.59308000000000005
116,0.586,0.5918,0.58954000000000006
117,0.5972,0.6044,0.59936000000000011
118,0.5872,0.5938,0.59095999999999993
119,0.5908,0.5972,0.59432000000000007
120,0.5904,0.5956,0.59358
121,0.5912,0.597,0.59382000000000001
122,0.5884,0.5958,0.59230000000000005
123,0.5918,0.5952,0.59323999999999999
124,0.5944,0.6046,0.59677999999999998
125,0.59,0.5982,0.59389999999999998
epoch,min_acc,max_acc,mean_acc,mean_loss
0,0.0537,0.0542,0.053959999999999994,4.6112799999999989
1,0.1114,0.1121,0.11168999999999998,4.1557299999999993
2,0.1434,0.1445,0.14391999999999999,3.9700800000000003
3,0.1746,0.1764,0.17521,3.8258399999999995
4,0.1994,0.201,0.20032,3.7040500000000001
5,0.2212,0.2219,0.22153999999999999,3.6027300000000002
6,0.2401,0.2415,0.24086000000000002,3.5213799999999997
7,0.2503,0.2512,0.25076000000000004,3.4561900000000003
8,0.2658,0.2668,0.26640000000000003,3.3904299999999998
9,0.2781,0.2793,0.27856000000000003,3.3281299999999994
10,0.287,0.2885,0.28768000000000005,3.2696499999999999
11,0.2956,0.2971,0.29620000000000002,3.2279700000000005
12,0.3031,0.3054,0.30431999999999998,3.1749900000000002
13,0.3133,0.315,0.31409999999999999,3.1285499999999997
14,0.3192,0.3202,0.31972000000000006,3.0905300000000002
15,0.3268,0.3282,0.32769999999999999,3.0524100000000001
16,0.3318,0.3334,0.33286000000000004,3.0162500000000003
17,0.3379,0.3392,0.33856999999999998,2.9776599999999998
18,0.3437,0.3451,0.34444000000000002,2.9448299999999996
19,0.3478,0.3489,0.34846000000000005,2.9194600000000004
20,0.3549,0.3562,0.35548000000000002,2.8796400000000002
21,0.3568,0.3577,0.35723000000000005,2.8595700000000002
22,0.3666,0.368,0.36710999999999994,2.8205100000000001
23,0.3692,0.3715,0.37012,2.7927399999999998
24,0.3746,0.3764,0.37530000000000002,2.7666899999999996
25,0.3778,0.3788,0.37816000000000005,2.7414099999999997
26,0.3787,0.3813,0.37997000000000003,2.7214099999999997
27,0.3875,0.3894,0.38843,2.6928899999999998
28,0.3896,0.3915,0.39075000000000004,2.6716299999999995
29,0.3911,0.3922,0.39154999999999995,2.64933
30,0.3968,0.3986,0.39773000000000003,2.6296399999999998
31,0.3993,0.4004,0.39980999999999994,2.6114199999999999
32,0.4031,0.4051,0.40404999999999996,2.58466
33,0.4043,0.4066,0.40547999999999995,2.57098
34,0.4073,0.4092,0.40809999999999996,2.55674
35,0.4141,0.4152,0.41459999999999997,2.5274200000000002
36,0.4135,0.4158,0.41486999999999996,2.51668
37,0.4177,0.419,0.41830999999999996,2.5046999999999997
38,0.4245,0.4266,0.42523999999999995,2.4697199999999997
39,0.4224,0.425,0.42363000000000001,2.4701599999999999
40,0.4279,0.4297,0.42876999999999998,2.4423700000000004
41,0.4302,0.4322,0.43119999999999992,2.4359100000000002
42,0.432,0.4333,0.43247000000000002,2.4190399999999999
43,0.4322,0.4351,0.43355000000000005,2.4058199999999998
44,0.4397,0.4415,0.44059999999999999,2.3861099999999995
45,0.4399,0.4422,0.44108000000000003,2.3705499999999997
46,0.4404,0.4418,0.44139,2.3622700000000001
47,0.4448,0.4461,0.44536999999999993,2.3427099999999998
48,0.4435,0.445,0.44428999999999996,2.3372400000000004
49,0.4483,0.4495,0.44903999999999999,2.3217099999999999
50,0.4515,0.453,0.45238999999999996,2.30463
51,0.4535,0.4552,0.45443,2.29244
52,0.4557,0.4575,0.45674000000000003,2.2755999999999998
53,0.4571,0.4592,0.45813999999999994,2.2698099999999997
54,0.4568,0.4584,0.45762000000000003,2.2640099999999999
55,0.4624,0.4639,0.46310000000000001,2.2497700000000003
56,0.4589,0.4605,0.45985000000000004,2.2478299999999996
57,0.4613,0.464,0.46265000000000001,2.2339899999999995
58,0.4688,0.4711,0.46950000000000003,2.2114000000000003
59,0.4681,0.4703,0.46950999999999998,2.2039899999999997
60,0.4682,0.4709,0.46981000000000001,2.2023800000000002
61,0.469,0.4703,0.46947,2.1879400000000002
62,0.472,0.4748,0.47358,2.1848100000000001
63,0.4699,0.4714,0.47077999999999998,2.1791400000000003
64,0.4736,0.4767,0.47519999999999996,2.1570999999999998
65,0.4797,0.4822,0.48064000000000007,2.1487500000000006
66,0.4789,0.4819,0.48026000000000002,2.14188
67,0.4818,0.4848,0.48333999999999994,2.13164
68,0.4827,0.4847,0.48351,2.1248499999999999
69,0.4823,0.4843,0.48324999999999996,2.1196699999999997
70,0.4864,0.4886,0.48743999999999998,2.1002900000000002
71,0.4864,0.4883,0.48715999999999998,2.0980600000000003
72,0.4883,0.4904,0.48932999999999999,2.0968899999999997
73,0.4951,0.4986,0.49648999999999999,2.0723799999999999
74,0.4898,0.493,0.49135999999999996,2.0800999999999998
75,0.4935,0.4958,0.49465999999999993,2.0692599999999999
76,0.4935,0.4953,0.49433999999999995,2.0657000000000001
77,0.4972,0.4995,0.49816000000000005,2.0498800000000004
78,0.4963,0.4981,0.49729999999999996,2.0535799999999993
79,0.4991,0.501,0.50022999999999995,2.03735
80,0.5014,0.5036,0.50272000000000006,2.0339500000000004
81,0.5023,0.5052,0.50441000000000003,2.0187900000000001
82,0.5021,0.5035,0.50269999999999992,2.0187099999999996
83,0.5018,0.5045,0.50319999999999998,2.0187300000000001
84,0.5068,0.5092,0.50788999999999995,2.0068799999999998
85,0.5035,0.5065,0.50474999999999992,1.9989700000000004
86,0.5069,0.5097,0.50817000000000001,1.99482
87,0.507,0.5091,0.5079499999999999,1.9860599999999997
88,0.5093,0.5112,0.51012999999999997,1.9839899999999999
89,0.5105,0.5126,0.51132000000000011,1.97455
90,0.5103,0.5114,0.51064999999999983,1.9739799999999998
91,0.5144,0.5162,0.51531000000000005,1.9652999999999998
92,0.5163,0.5182,0.51695999999999998,1.9506599999999998
93,0.5159,0.518,0.51690999999999998,1.9538599999999999
94,0.517,0.5204,0.51882000000000006,1.9455000000000002
95,0.5201,0.5224,0.52149999999999985,1.9372199999999999
96,0.5189,0.5207,0.51968000000000003,1.9283099999999997
97,0.5191,0.5219,0.52016000000000007,1.9342699999999997
98,0.524,0.5253,0.52446999999999999,1.9196699999999995
99,0.5215,0.5239,0.52289999999999992,1.9182600000000001
100,0.5201,0.5226,0.52124000000000004,1.9147200000000002
101,0.5244,0.5279,0.52617999999999998,1.9097599999999999
102,0.5244,0.5274,0.52557999999999994,1.8989699999999998
103,0.5266,0.5288,0.52798,1.8970400000000001
104,0.5295,0.5307,0.53022999999999998,1.8873900000000003
105,0.5247,0.5264,0.52566000000000002,1.8885100000000001
106,0.5326,0.5351,0.53382999999999992,1.8783799999999999
107,0.533,0.5354,0.53461000000000003,1.8624099999999999
108,0.5287,0.531,0.53013999999999994,1.8783100000000001
109,0.532,0.535,0.53339999999999999,1.8656999999999999
110,0.5316,0.5359,0.53381000000000012,1.8624399999999999
111,0.5319,0.5354,0.53322999999999998,1.8596499999999998
112,0.5321,0.5347,0.53345999999999993,1.8589800000000001
113,0.5378,0.5395,0.53859999999999997,1.8461799999999999
114,0.5321,0.534,0.53292000000000006,1.8517600000000001
115,0.5378,0.5402,0.53891999999999984,1.84145
116,0.5385,0.5408,0.54010000000000002,1.8305499999999999
117,0.5363,0.539,0.53722999999999999,1.84036
118,0.5382,0.5411,0.54007999999999989,1.8269299999999997
119,0.5439,0.5454,0.5446899999999999,1.8145999999999998
120,0.5425,0.5467,0.54466999999999988,1.8151299999999999
121,0.5403,0.5421,0.54115999999999997,1.8177000000000003
122,0.5444,0.5466,0.5456899999999999,1.8098500000000002
123,0.5459,0.5491,0.54747000000000001,1.8013699999999999
124,0.545,0.5484,0.54653000000000007,1.8052700000000002
125,0.5446,0.5461,0.54532999999999998,1.8020300000000002
126,0.5499,0.5532,0.55188999999999999,1.7838600000000002
127,0.547,0.5508,0.54883999999999999,1.7821000000000002
128,0.5497,0.5521,0.55061000000000004,1.7823199999999999
129,0.5482,0.5523,0.54998999999999998,1.7819400000000001
130,0.5505,0.5524,0.55130000000000001,1.7827999999999999
131,0.5502,0.5523,0.55123,1.7784200000000001
132,0.5513,0.5547,0.55308000000000013,1.7731599999999996
133,0.5542,0.589,0.56874000000000002,1.7118600000000002
134,0.5508,0.5986,0.57032000000000005,1.69787
135,0.5511,0.6058,0.57356999999999991,1.6840599999999999
136,0.5549,0.6105,0.57695000000000007,1.6732300000000002
137,0.5597,0.6187,0.58373999999999993,1.6515700000000002
138,0.5579,0.6253,0.58523000000000014,1.6480399999999999
139,0.5577,0.6278,0.58607999999999993,1.6409500000000001
140,0.5607,0.6354,0.59082000000000012,1.62686
141,0.5585,0.6418,0.59217000000000009,1.6197600000000001
142,0.56,0.6449,0.59449000000000007,1.60564
143,0.5619,0.648,0.59639999999999993,1.59541
144,0.5637,0.6564,0.60081999999999991,1.58114
145,0.5608,0.6591,0.60026999999999997,1.5848800000000001

1 epoch min_acc max_acc mean_acc mean_loss
2 0 0.1568 0.0537 0.1602 0.0542 0.15858 0.053959999999999994 4.6112799999999989
3 1 0.2042 0.1114 0.2068 0.1121 0.20544000000000001 0.11168999999999998 4.1557299999999993
4 2 0.2352 0.1434 0.238 0.1445 0.23674000000000003 0.14391999999999999 3.9700800000000003
5 3 0.2706 0.1746 0.2736 0.1764 0.27199999999999996 0.17521 3.8258399999999995
6 4 0.2982 0.1994 0.3036 0.201 0.3014 0.20032 3.7040500000000001
7 5 0.319 0.2212 0.324 0.2219 0.32228000000000001 0.22153999999999999 3.6027300000000002
8 6 0.3328 0.2401 0.3364 0.2415 0.33423999999999998 0.24086000000000002 3.5213799999999997
9 7 0.3484 0.2503 0.3512 0.2512 0.35004000000000002 0.25076000000000004 3.4561900000000003
10 8 0.3614 0.2658 0.3652 0.2668 0.36327999999999999 0.26640000000000003 3.3904299999999998
11 9 0.369 0.2781 0.3738 0.2793 0.37051999999999996 0.27856000000000003 3.3281299999999994
12 10 0.372 0.287 0.3756 0.2885 0.37378 0.28768000000000005 3.2696499999999999
13 11 0.3846 0.2956 0.3902 0.2971 0.38756000000000002 0.29620000000000002 3.2279700000000005
14 12 0.3934 0.3031 0.3966 0.3054 0.39498 0.30431999999999998 3.1749900000000002
15 13 0.4042 0.3133 0.4076 0.315 0.40506000000000003 0.31409999999999999 3.1285499999999997
16 14 0.4078 0.3192 0.412 0.3202 0.40969999999999995 0.31972000000000006 3.0905300000000002
17 15 0.4174 0.3268 0.4218 0.3282 0.41950000000000004 0.32769999999999999 3.0524100000000001
18 16 0.4212 0.3318 0.4238 0.3334 0.42265999999999992 0.33286000000000004 3.0162500000000003
19 17 0.4254 0.3379 0.4288 0.3392 0.42718 0.33856999999999998 2.9776599999999998
20 18 0.4304 0.3437 0.4346 0.3451 0.43290000000000006 0.34444000000000002 2.9448299999999996
21 19 0.4352 0.3478 0.4384 0.3489 0.43674000000000002 0.34846000000000005 2.9194600000000004
22 20 0.4404 0.3549 0.4448 0.3562 0.44284000000000001 0.35548000000000002 2.8796400000000002
23 21 0.4504 0.3568 0.4538 0.3577 0.45234000000000008 0.35723000000000005 2.8595700000000002
24 22 0.4568 0.3666 0.4598 0.368 0.45820000000000005 0.36710999999999994 2.8205100000000001
25 23 0.4582 0.3692 0.4626 0.3715 0.46053999999999995 0.37012 2.7927399999999998
26 24 0.467 0.3746 0.4712 0.3764 0.46899999999999997 0.37530000000000002 2.7666899999999996
27 25 0.4656 0.3778 0.4702 0.3788 0.46821999999999997 0.37816000000000005 2.7414099999999997
28 26 0.4626 0.3787 0.4688 0.3813 0.46597999999999995 0.37997000000000003 2.7214099999999997
29 27 0.4754 0.3875 0.4798 0.3894 0.47782000000000002 0.38843 2.6928899999999998
30 28 0.4742 0.3896 0.4804 0.3915 0.47700000000000004 0.39075000000000004 2.6716299999999995
31 29 0.4824 0.3911 0.4868 0.3922 0.48498000000000002 0.39154999999999995 2.64933
32 30 0.4832 0.3968 0.4872 0.3986 0.48469999999999996 0.39773000000000003 2.6296399999999998
33 31 0.4806 0.3993 0.4832 0.4004 0.48204000000000002 0.39980999999999994 2.6114199999999999
34 32 0.4836 0.4031 0.49 0.4051 0.48746 0.40404999999999996 2.58466
35 33 0.491 0.4043 0.4956 0.4066 0.49335999999999991 0.40547999999999995 2.57098
36 34 0.4922 0.4073 0.4974 0.4092 0.49493999999999999 0.40809999999999996 2.55674
37 35 0.4934 0.4141 0.4994 0.4152 0.49637999999999999 0.41459999999999997 2.5274200000000002
38 36 0.5018 0.4135 0.5058 0.4158 0.50356000000000001 0.41486999999999996 2.51668
39 37 0.4968 0.4177 0.5004 0.419 0.49917999999999996 0.41830999999999996 2.5046999999999997
40 38 0.5048 0.4245 0.51 0.4266 0.50773999999999997 0.42523999999999995 2.4697199999999997
41 39 0.512 0.4224 0.5168 0.425 0.51473999999999998 0.42363000000000001 2.4701599999999999
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