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# Step 1: Spliting Training and Test Sets
training_set, test_set = train_test_split(UKB, test_size=0.3, stratify=True, random_seed=42)
# Step 2 (Outer Loop): Hyperparameter optimization with 20 iterations
for i in 20:
hyperparameters = ChooseHyperParameters(...)
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,ข้อมูลอัปเดต เมื่อ 01/04/2020 18:25 | |
จำนวนคนที่ถูกตรวจและมีผลบวกเพิ่มเติม,120 | |
จำนวนผู้ป่วยที่เสียชีวิตในวันนี้,2 |
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{ | |
"nbformat": 4, | |
"nbformat_minor": 0, | |
"metadata": { | |
"colab": { | |
"name": "Stats-W6-Hypothesis-Testing", | |
"provenance": [], | |
"collapsed_sections": [] | |
}, | |
"kernelspec": { |
- M=01::beta=1e-03::strategy=oneshot 5
- M=01::beta=1e-03::strategy=seq/d:10|e:1 5
- M=01::beta=1e-03::strategy=seq/d:20|e:1 5
- M=01::beta=1e-03::strategy=seq/d:5|e:1 5
- M=03::beta=1e-03::strategy=oneshot 5
- M=03::beta=1e-03::strategy=seq/d:10|e:1 5
- M=03::beta=1e-03::strategy=seq/d:20|e:1 5
- M=03::beta=1e-03::strategy=seq/d:5|e:1 5
M=01::beta=1e-03::strategy=oneshot 5 M=01::beta=1e-03::strategy=seq/d:10|e:1 5 M=01::beta=1e-03::strategy=seq/d:20|e:1 5 M=01::beta=1e-03::strategy=seq/d:5|e:1 5 M=03::beta=1e-03::strategy=oneshot 5 M=03::beta=1e-03::strategy=seq/d:10|e:1 5 M=03::beta=1e-03::strategy=seq/d:20|e:1 5 M=03::beta=1e-03::strategy=seq/d:5|e:1 5
M=01::beta=1e-03::strategy=oneshot 5 M=01::beta=1e-03::strategy=seq/d:10|e:1 5 M=01::beta=1e-03::strategy=seq/d:20|e:1 5 M=01::beta=1e-03::strategy=seq/d:5|e:1 5 M=03::beta=1e-03::strategy=oneshot 5 M=03::beta=1e-03::strategy=seq/d:10|e:1 5 M=03::beta=1e-03::strategy=seq/d:20|e:1 5 M=03::beta=1e-03::strategy=seq/d:5|e:1 5
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'''' | |
This is the code provided in the VIB paper for the MNIST example | |
This produces ... | |
191: IZY=3.21 IZX=22.02 acc=0.9841 avg_acc=0.9888 err=0.0159 avg_err=0.0112 | |
192: IZY=3.20 IZX=22.57 acc=0.9834 avg_acc=0.9884 err=0.0166 avg_err=0.0116 | |
193: IZY=3.22 IZX=22.54 acc=0.9836 avg_acc=0.9887 err=0.0164 avg_err=0.0113 | |
194: IZY=3.21 IZX=21.95 acc=0.9827 avg_acc=0.9884 err=0.0173 avg_err=0.0116 | |
195: IZY=3.19 IZX=22.25 acc=0.9827 avg_acc=0.9886 err=0.0173 avg_err=0.0114 | |
196: IZY=3.21 IZX=22.34 acc=0.9841 avg_acc=0.9886 err=0.0159 avg_err=0.0114 | |
197: IZY=3.21 IZX=22.54 acc=0.9831 avg_acc=0.9883 err=0.0169 avg_err=0.0117 |
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