两层神经网络测试数据

flower 数据集

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• Accuracy for 1 hidden units: 67.5 %
• Accuracy for 2 hidden units: 67.25 %
• Accuracy for 3 hidden units: 90.75 %
• Accuracy for 4 hidden units: 90.5 %
• Accuracy for 5 hidden units: 91.25 %
• Accuracy for 20 hidden units: 90.0 %
• Accuracy for 50 hidden units: 90.25 %

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noisy_circles 数据集

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• Accuracy for 1 hidden units: 59.5 %
• Accuracy for 2 hidden units: 73.0 %
• Accuracy for 3 hidden units: 79.0 %
• Accuracy for 4 hidden units: 75.5 %
• Accuracy for 5 hidden units: 79.0 %
• Accuracy for 20 hidden units: 78.0 %
• Accuracy for 50 hidden units: 78.0 %

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noisy_moons 数据集

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• Accuracy for 1 hidden units: 87.5 %
• Accuracy for 2 hidden units: 87.0 %
• Accuracy for 3 hidden units: 97.0 %
• Accuracy for 4 hidden units: 98.5 %
• Accuracy for 5 hidden units: 87.0 %
• Accuracy for 20 hidden units: 98.5 %
• Accuracy for 50 hidden units: 89.5 %

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blobs 数据集

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• Accuracy for 1 hidden units: 67.0 %
• Accuracy for 2 hidden units: 67.0 %
• Accuracy for 3 hidden units: 83.0 %
• Accuracy for 4 hidden units: 83.0 %
• Accuracy for 5 hidden units: 83.0 %
• Accuracy for 20 hidden units: 88.0 %
• Accuracy for 50 hidden units: 83.5 %

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gaussian_quantiles 数据集

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• Accuracy for 1 hidden units: 71.0 %
• Accuracy for 2 hidden units: 84.0 %
• Accuracy for 3 hidden units: 98.0 %
• Accuracy for 4 hidden units: 97.5 %
• Accuracy for 5 hidden units: 98.0 %
• Accuracy for 20 hidden units: 100.0 %
• Accuracy for 50 hidden units: 100.0 %

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