{
"cells": [
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"using FileIO\n",
"using Plots\n",
"using JLD"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"result = load(\"normalization3d-test.jld\");"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
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]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plot((result[\"parameters\"][1])[\"low_line\"], marker=:dot)\n",
"plot!(result[\"parameters\"][1][\"corrected_low_line\"], marker=:dot)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
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},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"s = 2\n",
"plot((result[\"parameters\"][s])[\"mean_line\"], marker=:dot)\n",
"plot!(result[\"parameters\"][s][\"corrected_mean_line\"], marker=:dot, ylim=(0, 0.004))"
]
},
{
"cell_type": "code",
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},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"s = 3\n",
"plot((result[\"parameters\"][s])[\"mean_line\"], marker=:dot)\n",
"plot!(result[\"parameters\"][s][\"corrected_mean_line\"], marker=:dot, ylim=(0, 0.004))"
]
},
{
"cell_type": "code",
"execution_count": 76,
"metadata": {},
"outputs": [
{
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]
},
"execution_count": 76,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"s = 56\n",
"plot((result[\"parameters\"][s])[\"mean_line\"], marker=:dot)\n",
"plot!(result[\"parameters\"][s][\"corrected_mean_line\"], marker=:dot, ylim=(0, 0.01))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 结论\n",
"K-means 是有效的，同时没有过拟合。\n",
"但是拟合的指数函数太直了？"
]
}
],
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