-
Notifications
You must be signed in to change notification settings - Fork 0
/
result_tables with PowerTransformer().tex
135 lines (126 loc) · 4.3 KB
/
result_tables with PowerTransformer().tex
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
\begin{table}
\centering
\caption{}% {'activation': 'logistic', 'alpha': 1e-05, 'hidden_layer_sizes': (5, 5), 'max_iter': 100, 'random_state': 1, 'solver': 'lbfgs'}}
\begin{tabular}{lrrr}
\toprule
{} & precision & recall & f1-score \\
\midrule
1 & 0,96 & 0,96 & 0,96 \\
2 & 0,91 & 0,91 & 0,91 \\
3 & 0,89 & 0,89 & 0,89 \\
weighted avg & 0,94 & 0,94 & 0,94 \\
\bottomrule
\end{tabular}
\end{table}
\begin{table}
\centering
\caption{}% {'activation': 'identity', 'alpha': 1e-05, 'hidden_layer_sizes': (5, 5), 'max_iter': 100, 'random_state': 1, 'solver': 'sgd'}}
\begin{tabular}{lrrr}
\toprule
{} & precision & recall & f1-score \\
\midrule
1 & 0,93 & 0,87 & 0,90 \\
2 & 0,62 & 0,91 & 0,74 \\
3 & 1,00 & 0,78 & 0,88 \\
weighted avg & 0,89 & 0,86 & 0,87 \\
\bottomrule
\end{tabular}
\end{table}
\begin{table}
\centering
\caption{}% {'activation': 'tanh', 'alpha': 1e-05, 'hidden_layer_sizes': (20, 20), 'max_iter': 100, 'random_state': 1, 'solver': 'adam'}}
\begin{tabular}{lrrr}
\toprule
{} & precision & recall & f1-score \\
\midrule
1 & 0,94 & 0,98 & 0,96 \\
2 & 0,91 & 0,91 & 0,91 \\
3 & 1,00 & 0,78 & 0,88 \\
weighted avg & 0,94 & 0,94 & 0,94 \\
\bottomrule
\end{tabular}
\end{table}
\begin{table}
\centering
\caption{}% {'activation': 'logistic', 'alpha': 1e-05, 'hidden_layer_sizes': (5, 5), 'max_iter': 1000, 'random_state': 1, 'solver': 'lbfgs'}}
\begin{tabular}{lrrr}
\toprule
{} & precision & recall & f1-score \\
\midrule
1 & 0,96 & 0,96 & 0,96 \\
2 & 0,91 & 0,91 & 0,91 \\
3 & 0,89 & 0,89 & 0,89 \\
weighted avg & 0,94 & 0,94 & 0,94 \\
\bottomrule
\end{tabular}
\end{table}
\begin{table}
\centering
\caption{}% {'activation': 'tanh', 'alpha': 1e-05, 'hidden_layer_sizes': (5, 5), 'max_iter': 1000, 'random_state': 1, 'solver': 'sgd'}}
\begin{tabular}{lrrr}
\toprule
{} & precision & recall & f1-score \\
\midrule
1 & 1,00 & 0,98 & 0,99 \\
2 & 0,92 & 1,00 & 0,96 \\
3 & 1,00 & 1,00 & 1,00 \\
weighted avg & 0,99 & 0,98 & 0,98 \\
\bottomrule
\end{tabular}
\end{table}
\begin{table}
\centering
\caption{}% {'activation': 'identity', 'alpha': 1e-05, 'hidden_layer_sizes': (5, 5), 'max_iter': 1000, 'random_state': 1, 'solver': 'adam'}}
\begin{tabular}{lrrr}
\toprule
{} & precision & recall & f1-score \\
\midrule
1 & 1,00 & 0,98 & 0,99 \\
2 & 0,92 & 1,00 & 0,96 \\
3 & 1,00 & 1,00 & 1,00 \\
weighted avg & 0,99 & 0,98 & 0,98 \\
\bottomrule
\end{tabular}
\end{table}
\begin{table}
\centering
\caption{}% {'activation': 'logistic', 'alpha': 1e-05, 'hidden_layer_sizes': (5, 5), 'max_iter': 10000, 'random_state': 1, 'solver': 'lbfgs'}}
\begin{tabular}{lrrr}
\toprule
{} & precision & recall & f1-score \\
\midrule
1 & 0,96 & 0,96 & 0,96 \\
2 & 0,91 & 0,91 & 0,91 \\
3 & 0,89 & 0,89 & 0,89 \\
weighted avg & 0,94 & 0,94 & 0,94 \\
\bottomrule
\end{tabular}
\end{table}
\begin{table}
\centering
\caption{}% {'activation': 'tanh', 'alpha': 1e-05, 'hidden_layer_sizes': (5, 5), 'max_iter': 10000, 'random_state': 1, 'solver': 'sgd'}}
\begin{tabular}{lrrr}
\toprule
{} & precision & recall & f1-score \\
\midrule
1 & 1,00 & 0,96 & 0,98 \\
2 & 0,85 & 1,00 & 0,92 \\
3 & 1,00 & 1,00 & 1,00 \\
weighted avg & 0,97 & 0,97 & 0,97 \\
\bottomrule
\end{tabular}
\end{table}
\begin{table}
\centering
\caption{}% {'activation': 'identity', 'alpha': 1e-05, 'hidden_layer_sizes': (5, 5), 'max_iter': 10000, 'random_state': 1, 'solver': 'adam'}}
\begin{tabular}{lrrr}
\toprule
{} & precision & recall & f1-score \\
\midrule
1 & 1,00 & 0,98 & 0,99 \\
2 & 0,92 & 1,00 & 0,96 \\
3 & 1,00 & 1,00 & 1,00 \\
weighted avg & 0,99 & 0,98 & 0,98 \\
\bottomrule
\end{tabular}
\end{table}