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(0.007638494717074121, 0.9902850000000001)
Namespace(batch_size=512, epochs=100, k_folds=10, learning_rate=0.01, normalization=<function min_max_normalize at 0x7f12e77f1dc0>)
(0.11666998600325283, 0.8751208333333333)
Namespace(batch_size=64, epochs=100, k_folds=10, learning_rate=0.01, normalization=<function min_max_normalize at 0x7f1a64dcadc0>)
(0.007023228684534839, 0.9911449999999999)
Namespace(batch_size=64, epochs=100, k_folds=10, learning_rate=0.01, normalization=<function min_max_normalize at 0x7f1a64dcadc0>)
(0.07658416239760092, 0.8996233333333333)
Namespace(batch_size=8, epochs=100, k_folds=10, learning_rate=0.01, normalization=<function min_max_normalize at 0x7f20823c2dc0>)
(0.006803907884493114, 0.9914816666666667)
Namespace(batch_size=8, epochs=100, k_folds=10, learning_rate=0.01, normalization=<function min_max_normalize at 0x7f20823c2dc0>)
(0.07473119343874642, 0.9018975)
Namespace(batch_size=64, epochs=100, k_folds=10, learning_rate=0.001, normalization=<function min_max_normalize at 0x7fb69289fdc0>)
(0.005673289257993663, 0.9928933333333333)
Namespace(batch_size=64, epochs=100, k_folds=10, learning_rate=0.001, normalization=<function min_max_normalize at 0x7fb69289fdc0>)
(0.06916997064326014, 0.9087774999999999)
Namespace(batch_size=64, epochs=100, k_folds=10, learning_rate=0.0001, normalization=<function min_max_normalize at 0x7efccc03edc0>)
(0.007378471580641982, 0.9917649999999999)
Namespace(batch_size=64, epochs=100, k_folds=10, learning_rate=0.0001, normalization=<function min_max_normalize at 0x7efccc03edc0>)
(0.07772373231515996, 0.8964741666666667)
train and test - final logistic:
(2.311226231029236e-07, 0.99775)
(4.889110483454183e-06, 0.92325)
(4.736620830315053e-06, 0.988)
(4.3193621011544066e-05, 0.8885)
Namespace(batch_size=512, epochs=100, k_folds=10, learning_rate=0.01, normalization=<function min_max_normalize at 0x7f105d45fd30>)
(25.015264021078192, 0.7904346666666666)
Namespace(batch_size=64, epochs=100, k_folds=10, learning_rate=0.01, normalization=<function min_max_normalize at 0x7f19db7a1d30>)
(9.426379744604962, 0.7942663333333334)
Namespace(batch_size=8, epochs=100, k_folds=10, learning_rate=0.01, normalization=<function min_max_normalize at 0x7f3f7ce1ad30>)
(9.107122947491474, 0.7977373333333334)
Namespace(batch_size=64, epochs=100, k_folds=10, learning_rate=0.001, normalization=<function min_max_normalize at 0x7efeb2243d30>)
(7.46233300543534, 0.8214883333333334)
Namespace(batch_size=64, epochs=100, k_folds=10, learning_rate=0.0001, normalization=<function min_max_normalize at 0x7f060f7eed30>)
(6.547909075775628, 0.8169623333333333)
Namespace(batch_size=64, epochs=100, k_folds=10, learning_rate=0.001, normalization=<function z_score_normalize at 0x7f3db6609ca0>)
(8.521621035079402, 0.806187)
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