File size: 4,900 Bytes
b4263ca
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
{
    "train_loss": [
        1435.060329775267,
        352.2340569315077,
        164.56359785417968,
        96.81200471105454,
        67.34939731525469,
        53.12608155419555,
        44.58751765987541,
        38.42660973796362,
        34.44303543205503,
        31.319766175897815,
        28.912457778484008,
        27.199046002913125,
        25.081022571913802,
        22.87438059079496,
        20.80075543439841,
        20.669258119939247,
        18.51449005965945,
        17.437184510351738,
        15.839009639205813,
        14.724061391021632
    ],
    "train_rmse": [
        34.16462143750128,
        18.133741742649008,
        12.479908767197573,
        9.533131123991046,
        7.993323629576951,
        7.129096690749047,
        6.538397691999737,
        6.06964856221789,
        5.755456311497981,
        5.487252373904924,
        5.260899197134256,
        5.112084049532784,
        4.906783164787575,
        4.686919144259876,
        4.482920539985945,
        4.449389267406377,
        4.2221425125174985,
        4.077745623309648,
        3.9076029899822107,
        3.7612553914109483
    ],
    "train_mae": [
        22.42367218717744,
        12.666036196147338,
        8.629599928101406,
        6.682308893792237,
        5.701853976219515,
        5.185871489440339,
        4.8233660508560225,
        4.548375989440121,
        4.338121420220483,
        4.163119960057585,
        3.989376880700075,
        3.886762281761894,
        3.732258479806441,
        3.5699768172034734,
        3.437376656864263,
        3.360495426986791,
        3.2160783613784405,
        3.0981060236315185,
        2.9636218747760674,
        2.8468211540315727
    ],
    "train_ndcg": [
        0.8861735068686023,
        0.9673905631975283,
        0.9857557027400294,
        0.9915234359759318,
        0.9942724066255968,
        0.9951469133360477,
        0.9957965078610408,
        0.9963700529895251,
        0.9968566370161274,
        0.9970038944407354,
        0.9973822481270078,
        0.9971672230506246,
        0.9975094205782383,
        0.9977648538313334,
        0.9980179846664018,
        0.9981356275421155,
        0.998470520105543,
        0.9984775487380692,
        0.9987470709447619,
        0.9987366080661363
    ],
    "val_loss": [
        410.4469845194212,
        182.80695052885673,
        106.04734818364533,
        68.17160872338523,
        50.6360629444391,
        68.64627241752517,
        45.423886285701265,
        78.9354918305303,
        44.831697356533,
        41.634061155184895,
        43.157917936083294,
        40.68462800308013,
        39.753396558089996,
        44.02809227688212,
        48.21740244475888,
        35.52609372474778,
        42.4773176891703,
        39.13388240169471,
        34.04803727378308,
        56.9983289745492
    ],
    "val_rmse": [
        19.807712859563207,
        13.154047283218882,
        9.973827810514075,
        7.9165926582847925,
        6.7908423920085985,
        7.912192454970619,
        6.277257651484929,
        8.45227570668767,
        6.338847829619797,
        6.025232891791129,
        6.0758578337285165,
        5.943435587770236,
        5.847326947488449,
        6.090798816429889,
        6.580154817004584,
        5.534270403127238,
        6.03797093456972,
        5.794032251456846,
        5.2841298330328055,
        7.244037790588833
    ],
    "val_mae": [
        14.308727197244133,
        8.982651488881716,
        6.783395169486462,
        5.465634762401312,
        4.799200672498891,
        5.412561322601748,
        4.415327538906689,
        5.735453635873929,
        4.556723201778573,
        4.222258715562417,
        4.230704216889932,
        4.195163380931801,
        4.090030817918374,
        4.1431486237217,
        4.625208894971391,
        3.9091772327960377,
        4.2994451388506825,
        4.042285610252703,
        3.663872933723557,
        5.090360748935753
    ],
    "val_ndcg": [
        0.9563382897578495,
        0.9829646886234552,
        0.9902353975134837,
        0.9931762016994853,
        0.9938783435754373,
        0.9936022330337847,
        0.9940772854106527,
        0.9942635306170289,
        0.994526959640879,
        0.994710107084731,
        0.9943417713675701,
        0.9952644856882767,
        0.9947412333018343,
        0.9947131947732307,
        0.9957452072224147,
        0.9959601877440869,
        0.9957177504687242,
        0.9960256244095278,
        0.9959515937617127,
        0.9956882721941236
    ],
    "lr": [
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001,
        0.001
    ]
}