From 4a0d1d9dd15b260cc251cfec4781e62d70b9db84 Mon Sep 17 00:00:00 2001 From: noah Date: Tue, 28 Feb 2023 13:04:00 -0600 Subject: [PATCH] Report for 6.1 --- .~lock.Schrick-Noah_Learning-Practice-5.odt# | 1 + Lecture-Work.ipynb | 38 ++++++------------- Schrick-Noah_Learning-Practice-5.ipynb | 3 +- Schrick-Noah_Learning-Practice-5.odt | Bin 0 -> 294697 bytes img/6.1/1b.png | Bin 0 -> 22697 bytes img/6.1/1c.png | Bin 0 -> 2539 bytes img/6.1/d3_back.png | Bin 0 -> 23176 bytes img/6.1/d3_forw.png | Bin 0 -> 27184 bytes img/6.1/d3_lasso.png | Bin 0 -> 43106 bytes img/6.1/d3_ridge.png | Bin 0 -> 39251 bytes img/6.1/d3_step.png | Bin 0 -> 27338 bytes 11 files changed, 13 insertions(+), 29 deletions(-) create mode 100644 .~lock.Schrick-Noah_Learning-Practice-5.odt# create mode 100644 Schrick-Noah_Learning-Practice-5.odt create mode 100644 img/6.1/1b.png create mode 100644 img/6.1/1c.png create mode 100644 img/6.1/d3_back.png create mode 100644 img/6.1/d3_forw.png create mode 100644 img/6.1/d3_lasso.png create mode 100644 img/6.1/d3_ridge.png create mode 100644 img/6.1/d3_step.png diff --git a/.~lock.Schrick-Noah_Learning-Practice-5.odt# b/.~lock.Schrick-Noah_Learning-Practice-5.odt# new file mode 100644 index 0000000..555ad01 --- /dev/null +++ b/.~lock.Schrick-Noah_Learning-Practice-5.odt# @@ -0,0 +1 @@ +,noah,NovaArchSys,28.02.2023 13:03,file:///home/noah/.config/libreoffice/4; \ No newline at end of file diff --git a/Lecture-Work.ipynb b/Lecture-Work.ipynb index 2e97eed..45a018b 100644 --- a/Lecture-Work.ipynb +++ b/Lecture-Work.ipynb @@ -45,36 +45,20 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": { "scrolled": false }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "intercept -1319.3543800411808\n", - " Predictor coefficient\n", - "0 Age_08_04 -140.748761\n", - "1 KM -0.017840\n", - "2 HP 36.103419\n", - "3 Met_Color 84.281830\n", - "4 Automatic 416.781954\n", - "5 CC 0.017737\n", - "6 Doors -50.657863\n", - "7 Quarterly_Tax 13.625325\n", - "8 Weight 13.038711\n", - "9 Fuel_Type_Diesel 1066.464681\n", - "10 Fuel_Type_Petrol 2310.249543\n", - "\n", - "Regression statistics\n", - "\n", - " Mean Error (ME) : 0.0000\n", - " Root Mean Squared Error (RMSE) : 1400.5823\n", - " Mean Absolute Error (MAE) : 1046.9072\n", - " Mean Percentage Error (MPE) : -1.0223\n", - "Mean Absolute Percentage Error (MAPE) : 9.2994\n" + "ename": "NameError", + "evalue": "name 'pd' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[39m# Reduce data frame to the top 1000 rows and select columns for regression analysis\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m car_df \u001b[39m=\u001b[39m pd\u001b[39m.\u001b[39mread_csv(\u001b[39m'\u001b[39m\u001b[39mToyotaCorolla.csv\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 3\u001b[0m car_df \u001b[39m=\u001b[39m car_df\u001b[39m.\u001b[39miloc[\u001b[39m0\u001b[39m:\u001b[39m1000\u001b[39m]\n\u001b[1;32m 5\u001b[0m predictors \u001b[39m=\u001b[39m [\u001b[39m'\u001b[39m\u001b[39mAge_08_04\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mKM\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mFuel_Type\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mHP\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mMet_Color\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mAutomatic\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mCC\u001b[39m\u001b[39m'\u001b[39m, \n\u001b[1;32m 6\u001b[0m \u001b[39m'\u001b[39m\u001b[39mDoors\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mQuarterly_Tax\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mWeight\u001b[39m\u001b[39m'\u001b[39m]\n", + "\u001b[0;31mNameError\u001b[0m: name 'pd' is not defined" ] } ], @@ -208,7 +192,7 @@ }, { "data": { - "image/png": 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" ] @@ -784,7 +768,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.9" } }, "nbformat": 4, diff --git a/Schrick-Noah_Learning-Practice-5.ipynb b/Schrick-Noah_Learning-Practice-5.ipynb index 4e0ff37..968f7bb 100644 --- a/Schrick-Noah_Learning-Practice-5.ipynb +++ b/Schrick-Noah_Learning-Practice-5.ipynb @@ -362,8 +362,7 @@ "best_step_model, best_step_variables = forward_selection(train_X.columns, train_model, score_model, verbose=True)\n", "print(best_step_variables)\n", "step_train_X = train_X.loc[:,['RM','CRIM','CHAS']]\n", - "regressionSummary(train_y, best_step_model.predict(step_train_X))\n", - "test=regressionSummary(train_y, best_step_model.predict(step_train_X))\n" + "regressionSummary(train_y, best_step_model.predict(step_train_X))\n" ] }, { diff --git a/Schrick-Noah_Learning-Practice-5.odt b/Schrick-Noah_Learning-Practice-5.odt new file mode 100644 index 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