-
Notifications
You must be signed in to change notification settings - Fork 0
/
output.txt
46 lines (46 loc) · 1.32 KB
/
output.txt
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
:::::::::::::::::::::::LSTM::::::::::::::::::::
:::::Input Parameters::::::::
Vocabulary Size::5000
Maximum length of review::500
Embedding Size::32
Number of LSTM layers used::1
Batch Size::64
Epoch::3
Accuracy on test Data0.81768
:::::::::::::::::::::::LSTM::::::::::::::::::::
:::::Input Parameters::::::::
Vocabulary Size::5000
Maximum length of review::500
Embedding Size::32
Number of LSTM layers used::1
Batch Size::64
Epoch::4
Accuracy on test Data0.79892
:::::::::::::::::::::::SVM::::::::::::::::::::
vallue of C::0.01 0.89024
vallue of C::0.05 0.88992
vallue of C::0.25 0.89024
vallue of C::0.5 0.89024
vallue of C::1.0 0.89024
Best C:: 0.01Final Accuracy on Test data:: 0.89896
:::::::::::::::::::::::Regression::::::::::::::::::::
vallue of C::0.01 0.88176
vallue of C::0.05 0.88944
vallue of C::0.25 0.89168
vallue of C::0.5 0.892
vallue of C::1.0 0.89296
Best C:: 1.0Final Accuracy on Test data:: 0.8972:::::::::::::::::::::::SVM::::::::::::::::::::
vallue of C::0.01 0.89344
vallue of C::0.05 0.89184
vallue of C::0.25 0.89136
vallue of C::0.5 0.89152
vallue of C::1.0 0.89136
Best C:: 0.01Final Accuracy on Test data:: 0.89896
:::::::::::::::::::::::LSTM::::::::::::::::::::
:::::Input Parameters::::::::
Vocabulary Size::5000
Maximum length of review::500
Embedding Size::32
Number of LSTM layers used::1
Batch Size::64
Epoch::3