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pkgdown.yml

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@@ -4,7 +4,7 @@ pkgdown_sha: ~
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articles:
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crit: crit.html
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pen_est: pen_est.html
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last_built: 2025-11-24T03:31Z
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last_built: 2025-11-25T19:33Z
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urls:
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reference: https://shiying-xiao.com/grasps/reference
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article: https://shiying-xiao.com/grasps/articles

reference/performance-1.png

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reference/performance-2.png

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reference/performance.html

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reference/performance.md

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@@ -119,7 +119,7 @@ set.seed(1234)
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sim <- gen_prec_sbm(d = 30, K = 3,
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within.prob = 0.25, between.prob = 0.05,
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weight.dists = list("gamma", "unif"),
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weight.paras = list(c(shape = 10, scale = 5),
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weight.paras = list(c(shape = 20, rate = 10),
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c(min = 0, max = 5)),
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cond.target = 100)
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## visualization
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## performance
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performance(hatOmega = res$hatOmega, Omega = sim$Omega)
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#> measure value
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#> 1 sparsity 0.8368
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#> 2 Frobenius 460.8652
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#> 3 KL 8.4102
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#> 4 quadratic 132.4547
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#> 5 spectral 171.4447
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#> 6 TP 25.0000
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#> 7 TN 341.0000
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#> 8 FP 46.0000
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#> 9 FN 23.0000
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#> 10 TPR 0.5208
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#> 11 FPR 0.1189
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#> 12 F1 0.4202
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#> 13 MCC 0.3408
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#> 1 sparsity 0.7862
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#> 2 Frobenius 34.8430
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#> 3 KL 12.5488
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#> 4 quadratic 161.4326
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#> 5 spectral 19.8343
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#> 6 TP 24.0000
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#> 7 TN 318.0000
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#> 8 FP 69.0000
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#> 9 FN 24.0000
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#> 10 TPR 0.5000
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#> 11 FPR 0.1783
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#> 12 F1 0.3404
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#> 13 MCC 0.2459
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```

search.json

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