line |
stmt |
bran |
cond |
sub |
pod |
time |
code |
1
|
|
|
|
|
|
|
package Algorithm::LibLinear::Types; |
2
|
|
|
|
|
|
|
|
3
|
5
|
|
|
5
|
|
64
|
use 5.014; |
|
5
|
|
|
|
|
14
|
|
|
5
|
|
|
|
|
154
|
|
4
|
5
|
|
|
5
|
|
4842
|
use Mouse::Util::TypeConstraints; |
|
5
|
|
|
|
|
107552
|
|
|
5
|
|
|
|
|
31
|
|
5
|
|
|
|
|
|
|
|
6
|
|
|
|
|
|
|
subtype 'Algorithm::LibLinear::Feature' |
7
|
|
|
|
|
|
|
=> as 'HashRef[Num]' |
8
|
|
|
|
|
|
|
=> where { |
9
|
|
|
|
|
|
|
for my $index (keys %$_) { |
10
|
|
|
|
|
|
|
return unless $index == int $index and $index > 0; |
11
|
|
|
|
|
|
|
} |
12
|
|
|
|
|
|
|
return 1; |
13
|
|
|
|
|
|
|
}; |
14
|
|
|
|
|
|
|
|
15
|
|
|
|
|
|
|
subtype 'Algorithm::LibLinear::LabeledData' |
16
|
|
|
|
|
|
|
=> as 'HashRef' |
17
|
|
|
|
|
|
|
=> where { |
18
|
|
|
|
|
|
|
return if keys %$_ != 2; |
19
|
|
|
|
|
|
|
for my $key (qw/feature label/) { return unless exists $_->{$key} } |
20
|
|
|
|
|
|
|
state $label_type = find_type_constraint 'Num'; |
21
|
|
|
|
|
|
|
state $feature_type = |
22
|
|
|
|
|
|
|
find_type_constraint 'Algorithm::LibLinear::Feature'; |
23
|
|
|
|
|
|
|
$label_type->check($_->{label}) and $feature_type->check($_->{feature}); |
24
|
|
|
|
|
|
|
}; |
25
|
|
|
|
|
|
|
|
26
|
|
|
|
|
|
|
subtype 'Algorithm::LibLinear::TrainingParameter::ClassWeight' |
27
|
|
|
|
|
|
|
=> as 'HashRef' |
28
|
|
|
|
|
|
|
=> where { |
29
|
|
|
|
|
|
|
return if keys %$_ != 2; |
30
|
|
|
|
|
|
|
for my $key (qw/label weight/) { return unless exists $_->{$key} } |
31
|
|
|
|
|
|
|
state $label_type = find_type_constraint 'Int'; |
32
|
|
|
|
|
|
|
state $weight_type = find_type_constraint 'Num'; |
33
|
|
|
|
|
|
|
$label_type->check($_->{label}) and $weight_type->check($_->{weight}); |
34
|
|
|
|
|
|
|
}; |
35
|
|
|
|
|
|
|
|
36
|
|
|
|
|
|
|
enum 'Algorithm::LibLinear::SolverDescriptor' => [ |
37
|
|
|
|
|
|
|
qw/L2R_LR L2R_L2LOSS_SVC_DUAL L2R_L2LOSS_SVC L2R_L1LOSS_SVC_DUAL MCSVM_CS |
38
|
|
|
|
|
|
|
L1R_L2LOSS_SVC L1R_LR L2R_LR_DUAL L2R_L2LOSS_SVR L2R_L2LOSS_SVR_DUAL |
39
|
|
|
|
|
|
|
L2R_L1LOSS_SVR_DUAL/ |
40
|
|
|
|
|
|
|
]; |
41
|
|
|
|
|
|
|
|
42
|
5
|
|
|
5
|
|
1708
|
no Mouse::Util::TypeConstraints; |
|
5
|
|
|
|
|
12
|
|
|
5
|
|
|
|
|
27
|
|
43
|
|
|
|
|
|
|
|
44
|
|
|
|
|
|
|
1; |