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fix GPL
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@gf712
gf712 committed Jul 30, 2020
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Showing 33 changed files with 65 additions and 67 deletions.
2 changes: 1 addition & 1 deletion data
Submodule data updated 49 files
+1 −1 testsuite/meta/binary/gpbtsvm.dat
+1 −1 testsuite/meta/binary/kernel_support_vector_machine.dat
+1 −1 testsuite/meta/binary/multiple_kernel_learning.dat
+1 −1 testsuite/meta/evaluation/cross_validation_regression.dat
+1 −1 testsuite/meta/gaussian_process/classifier.dat
+1 −1 testsuite/meta/gaussian_process/sparse_regression.dat
+1 −1 testsuite/meta/kernel/auc.dat
+1 −1 testsuite/meta/kernel/custom_kernel_machine.dat
+1 −1 testsuite/meta/kernel/gaussian.dat
+1 −1 testsuite/meta/kernel/gaussian_shift.dat
+1 −0 testsuite/meta/multiclass/ecoc_discriminant_aed.dat
+1 −0 testsuite/meta/multiclass/ecoc_discriminant_ed.dat
+1 −0 testsuite/meta/multiclass/ecoc_discriminant_hd.dat
+1 −0 testsuite/meta/multiclass/ecoc_discriminant_ihd.dat
+1 −0 testsuite/meta/multiclass/ecoc_discriminant_llb.dat
+1 −0 testsuite/meta/multiclass/ecoc_forest_aed.dat
+1 −0 testsuite/meta/multiclass/ecoc_forest_ed.dat
+1 −0 testsuite/meta/multiclass/ecoc_forest_hd.dat
+1 −0 testsuite/meta/multiclass/ecoc_forest_ihd.dat
+1 −0 testsuite/meta/multiclass/ecoc_forest_llb.dat
+1 −0 testsuite/meta/multiclass/ecoc_ovo_aed.dat
+1 −0 testsuite/meta/multiclass/ecoc_ovo_ed.dat
+1 −0 testsuite/meta/multiclass/ecoc_ovo_hd.dat
+1 −0 testsuite/meta/multiclass/ecoc_ovo_ihd.dat
+1 −0 testsuite/meta/multiclass/ecoc_ovo_llb.dat
+1 −0 testsuite/meta/multiclass/ecoc_ovr_aed.dat
+1 −0 testsuite/meta/multiclass/ecoc_ovr_ed.dat
+1 −0 testsuite/meta/multiclass/ecoc_ovr_hd.dat
+1 −0 testsuite/meta/multiclass/ecoc_ovr_ihd.dat
+1 −0 testsuite/meta/multiclass/ecoc_ovr_llb.dat
+1 −0 testsuite/meta/multiclass/ecoc_random_dense_aed.dat
+1 −0 testsuite/meta/multiclass/ecoc_random_dense_ed.dat
+0 −0 testsuite/meta/multiclass/ecoc_random_dense_hd.dat
+1 −0 testsuite/meta/multiclass/ecoc_random_dense_ihd.dat
+1 −0 testsuite/meta/multiclass/ecoc_random_dense_llb.dat
+1 −0 testsuite/meta/multiclass/ecoc_random_sparse_aed.dat
+1 −0 testsuite/meta/multiclass/ecoc_random_sparse_ed.dat
+1 −0 testsuite/meta/multiclass/ecoc_random_sparse_hd.dat
+1 −0 testsuite/meta/multiclass/ecoc_random_sparse_ihd.dat
+1 −0 testsuite/meta/multiclass/ecoc_random_sparse_llb.dat
+1 −1 testsuite/meta/multiclass/gmnpsvm.dat
+1 −0 testsuite/meta/multiclass/lmnn.dat
+1 −1 testsuite/meta/multiclass/one_versus_rest.dat
+1 −1 testsuite/meta/multiclass/support_vector_machine.dat
+1 −1 testsuite/meta/preprocessor/kernel_pca.dat
+1 −1 testsuite/meta/regression/kernel_ridge_regression.dat
+1 −1 testsuite/meta/regression/multiple_kernel_learning.dat
+1 −1 testsuite/meta/regression/support_vector_regression.dat
+1 −1 testsuite/meta/regression/svrlight.dat
4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_discriminant_aed.sg.in
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Original file line number Diff line number Diff line change
Expand Up @@ -23,11 +23,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_discriminant_ed.sg.in
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Original file line number Diff line number Diff line change
Expand Up @@ -23,11 +23,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_discriminant_hd.sg.in
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Original file line number Diff line number Diff line change
Expand Up @@ -23,11 +23,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_discriminant_ihd.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -23,11 +23,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_discriminant_llb.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -23,11 +23,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_forest_aed.sg.in
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Original file line number Diff line number Diff line change
Expand Up @@ -23,11 +23,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_forest_ed.sg.in
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Original file line number Diff line number Diff line change
Expand Up @@ -23,11 +23,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_forest_hd.sg.in
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Original file line number Diff line number Diff line change
Expand Up @@ -23,11 +23,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_forest_ihd.sg.in
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Original file line number Diff line number Diff line change
Expand Up @@ -23,11 +23,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_forest_llb.sg.in
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Original file line number Diff line number Diff line change
Expand Up @@ -23,11 +23,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_ovo_aed.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_ovo_ed.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_ovo_hd.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_ovo_ihd.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_ovo_llb.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_ovr_aed.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_ovr_ed.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_ovr_hd.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_ovr_ihd.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_ovr_llb.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -21,11 +21,11 @@ MulticlassStrategy strategy = create_multiclass_strategy("ECOCStrategy", encoder
#![choose_strategy]

#![create_instance]
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier, labels=labels_train)
Machine mc_classifier = create_machine("LinearMulticlassMachine", multiclass_strategy=strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_random_dense_aed.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -22,11 +22,11 @@ MulticlassStrategy rnd_dense_strategy=create_multiclass_strategy("ECOCStrategy",
#![choose_strategy]

#![create_instance]
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier, labels=labels_train)
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_random_dense_ed.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -22,11 +22,11 @@ MulticlassStrategy rnd_dense_strategy=create_multiclass_strategy("ECOCStrategy",
#![choose_strategy]

#![create_instance]
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier, labels=labels_train)
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_random_dense_ihd.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -22,11 +22,11 @@ MulticlassStrategy rnd_dense_strategy=create_multiclass_strategy("ECOCStrategy",
#![choose_strategy]

#![create_instance]
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier, labels=labels_train)
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_random_dense_llb.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -22,11 +22,11 @@ MulticlassStrategy rnd_dense_strategy=create_multiclass_strategy("ECOCStrategy",
#![choose_strategy]

#![create_instance]
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier, labels=labels_train)
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_random_sparse_aed.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -22,11 +22,11 @@ MulticlassStrategy rnd_dense_strategy=create_multiclass_strategy("ECOCStrategy",
#![choose_strategy]

#![create_instance]
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier, labels=labels_train)
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_random_sparse_ed.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -22,11 +22,11 @@ MulticlassStrategy rnd_dense_strategy=create_multiclass_strategy("ECOCStrategy",
#![choose_strategy]

#![create_instance]
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier, labels=labels_train)
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_random_sparse_hd.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -22,11 +22,11 @@ MulticlassStrategy rnd_dense_strategy=create_multiclass_strategy("ECOCStrategy",
#![choose_strategy]

#![create_instance]
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier, labels=labels_train)
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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4 changes: 2 additions & 2 deletions examples/meta/src/multiclass/ecoc_random_sparse_ihd.sg.in
View file
Original file line number Diff line number Diff line change
Expand Up @@ -22,11 +22,11 @@ MulticlassStrategy rnd_dense_strategy=create_multiclass_strategy("ECOCStrategy",
#![choose_strategy]

#![create_instance]
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier, labels=labels_train)
Machine mc_classifier=create_machine("LinearMulticlassMachine", multiclass_strategy=rnd_dense_strategy, machine=classifier)
#![create_instance]

#![train_and_apply]
mc_classifier.train(features_train)
mc_classifier.train(features_train, labels_train)
Labels labels_predict = mc_classifier.apply(features_test)
#![train_and_apply]

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