From 2c235ee347eb64b81e9c3c03eac15acd8b4f2a17 Mon Sep 17 00:00:00 2001 From: TakeshiTohyama Date: Wed, 2 Oct 2024 16:42:21 +0900 Subject: [PATCH] update 07-bootstrapping.md, section8-fig1.png and section8-fig2.png --- _episodes/07-bootstrapping.md | 4 ++-- fig/section8-fig1.png | Bin 14940 -> 29992 bytes fig/section8-fig2.png | Bin 18816 -> 38430 bytes 3 files changed, 2 insertions(+), 2 deletions(-) diff --git a/_episodes/07-bootstrapping.md b/_episodes/07-bootstrapping.md index 99d82b2..cd808ff 100644 --- a/_episodes/07-bootstrapping.md +++ b/_episodes/07-bootstrapping.md @@ -69,7 +69,7 @@ reg.fit(x_train, y_train) accuracy = [] n_iterations = 1000 for i in range(n_iterations): - X_bs, y_bs = resample(x_train, y_train, replace=True) + X_bs, y_bs = resample(x_test, y_test, replace=True) # make predictions y_hat = reg.predict(X_bs) # evaluate model @@ -117,7 +117,7 @@ print(f"Model accuracy is reported on the test set. 1000 bootstrapped samples " ``` Model accuracy is reported on the test set. 1000 bootstrapped samples were used to calculate 95% confidence intervals. -Median accuracy is 0.86 with a 95% a confidence interval of [0.80,0.91]. +Median accuracy is 0.82 with a 95% a confidence interval of [0.73,0.90]. ``` {: .output} diff --git a/fig/section8-fig1.png b/fig/section8-fig1.png index 2265a70b09c0de23aa107492c3e7c4993927a468..095b88ca187e931dfca6968ce9134de6e7615baa 100644 GIT binary patch literal 29992 zcmbrmbySso_da+7(sfX}K?I~lKtM`BB$RFuX%G>lQ$kv#MMMb!krFBClr9BSLb_8* z5Rh{A{d|A(TeD_n%|G+5#d;s)ocnxY$F;A0?Gve~ev6cdo(Mq@QWa%IZ3MxVLlCTX z0zCK^dUB;^_&*7^n}%*WPBw0y<}TLA9dozG4o+?k4=h+ctX*6mI5}PwxF#UP$7<*1 z_SjWYQ1H?Jeu03Ki>;s(%|{G8gz&Mlkt>3bo1;Hid9t|=5X3D>Me&BNSL(*3raj||9u=C^*u&bx87<~Txcvi7FgT3ecjb^NfU(u|-FZA~9 zFHic$E}WbZM2A!kysW(TV5)ezJ9}b+V=H}%Gb7b^Q$m<61figyh^LBIV+xFjh{*d` zim=1~3R|(^w}=m9#H{dJnIs?j$F8-K|F1tP>my&%r5S`%NHQ}swQsUsO-@UTuA25| zcyhECR9AQ1N|^4wdYbX<*{xXSn_E*2vokY@t*tEygBVG&;C%tlX{V-B>d&7)57>#= 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