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| 1 |  |  |  |  |  |  | package Algorithm::LibLinear::Types; | 
| 2 |  |  |  |  |  |  |  | 
| 3 | 5 |  |  | 5 |  | 69 | use 5.014; | 
|  | 5 |  |  |  |  | 17 |  | 
|  | 5 |  |  |  |  | 164 |  | 
| 4 | 5 |  |  | 5 |  | 2715 | use Mouse::Util::TypeConstraints; | 
|  | 5 |  |  |  |  | 74892 |  | 
|  | 5 |  |  |  |  | 24 |  | 
| 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 |  | 1752 | no Mouse::Util::TypeConstraints; | 
|  | 5 |  |  |  |  | 8 |  | 
|  | 5 |  |  |  |  | 24 |  | 
| 43 |  |  |  |  |  |  |  | 
| 44 |  |  |  |  |  |  | 1; |