From 90809bb414dde010a1fb73f1f0901856b2991d16 Mon Sep 17 00:00:00 2001 From: noah Date: Tue, 21 Mar 2023 17:11:15 -0500 Subject: [PATCH] 9.1 --- .~lock.eBayAuctions.csv# | 1 + Schrick-Noah_Learning-Practice-7.ipynb | 327 +++- eBayAuctions.csv | 1973 ++++++++++++++++++++++++ 3 files changed, 2290 insertions(+), 11 deletions(-) create mode 100644 .~lock.eBayAuctions.csv# create mode 100644 eBayAuctions.csv diff --git a/.~lock.eBayAuctions.csv# b/.~lock.eBayAuctions.csv# new file mode 100644 index 0000000..caa95c8 --- /dev/null +++ b/.~lock.eBayAuctions.csv# @@ -0,0 +1 @@ +,noah,NovaArchSys,21.03.2023 14:03,file:///home/noah/.config/libreoffice/4; \ No newline at end of file diff --git a/Schrick-Noah_Learning-Practice-7.ipynb b/Schrick-Noah_Learning-Practice-7.ipynb index dec0382..5204d0e 100644 --- a/Schrick-Noah_Learning-Practice-7.ipynb +++ b/Schrick-Noah_Learning-Practice-7.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 190, + "execution_count": 84, "metadata": {}, "outputs": [], "source": [ @@ -14,18 +14,16 @@ "%matplotlib inline\n", "\n", "from pathlib import Path\n", + "import matplotlib.pylab as plt\n", "\n", "import numpy as np\n", "import pandas as pd\n", - "from sklearn.linear_model import LogisticRegression, LogisticRegressionCV\n", - "from sklearn.linear_model import LinearRegression, Lasso, Ridge, LassoCV, BayesianRidge\n", - "from dmba import stepwise_selection\n", - "from dmba import regressionSummary\n", - "from sklearn.model_selection import train_test_split\n", - "import statsmodels.api as sm\n", - "from pandas.plotting import scatter_matrix\n", - "import seaborn as sns\n", - "from dmba.metric import AIC_score" + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.tree import export_text\n", + "from sklearn import tree\n", + "import scikitplot as skplt\n", + "from dmba import classificationSummary\n", + "from dmba import plotDecisionTree\n" ] }, { @@ -52,6 +50,313 @@ "g. Based on this last tree, what can you conclude from these data about the chances of an auction obtaining at least two bids and its relationship to the auction settings set by the seller (duration, opening price, ending day, currency)? What would you recommend for a seller as the strategy that will most likely lead to a competitive auction?" ] }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "# Data pre-processing\n", + "auction_df = pd.read_csv('eBayAuctions.csv')\n", + "\n", + "# Convert cols to categorical\n", + "auction_df['Duration'] = auction_df['Duration'].astype('category')\n", + "auction_df = pd.get_dummies(auction_df, prefix_sep='_', drop_first=True)\n", + "\n", + "# Spec outcome\n", + "X = auction_df.drop(columns=['Competitive?'])\n", + "y = auction_df['Competitive?']\n", + "# 60/40 split\n", + "train_X, valid_X, train_y, valid_y = train_test_split(X, y, test_size=0.4, random_state=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "|--- OpenPrice <= 3.62\n", + "| |--- ClosePrice <= 3.64\n", + "| | |--- OpenPrice <= 1.03\n", + "| | | |--- class: 1\n", + "| | |--- OpenPrice > 1.03\n", + "| | | |--- OpenPrice <= 2.45\n", + "| | | | |--- class: 0\n", + "| | | |--- OpenPrice > 2.45\n", + "| | | | |--- class: 0\n", + "| |--- ClosePrice > 3.64\n", + "| | |--- Duration_10 <= 0.50\n", + "| | | |--- class: 1\n", + "| | |--- Duration_10 > 0.50\n", + "| | | |--- class: 1\n", + "|--- OpenPrice > 3.62\n", + "| |--- ClosePrice <= 10.00\n", + "| | |--- OpenPrice <= 4.97\n", + "| | | |--- class: 0\n", + "| | |--- OpenPrice > 4.97\n", + "| | | |--- ClosePrice <= 6.82\n", + "| | | | |--- class: 0\n", + "| | | |--- ClosePrice > 6.82\n", + "| | | | |--- OpenPrice <= 7.99\n", + "| | | | | |--- class: 0\n", + "| | | | |--- OpenPrice > 7.99\n", + "| | | | | |--- class: 0\n", + "| |--- ClosePrice > 10.00\n", + "| | |--- OpenPrice <= 10.97\n", + "| | | |--- OpenPrice <= 9.89\n", + "| | | | |--- class: 1\n", + "| | | |--- OpenPrice > 9.89\n", + "| | | | |--- class: 1\n", + "| | |--- OpenPrice > 10.97\n", + "| | | |--- sellerRating <= 813.00\n", + "| | | | |--- class: 1\n", + "| | | |--- sellerRating > 813.00\n", + "| | | | |--- sellerRating <= 2107.00\n", + "| | | | | |--- class: 0\n", + "| | | | |--- sellerRating > 2107.00\n", + "| | | | | |--- sellerRating <= 3499.00\n", + "| | | | | | |--- class: 0\n", + "| | | | | |--- sellerRating > 3499.00\n", + "| | | | | | |--- class: 0\n", + "\n" + ] + } + ], + "source": [ + "# a\n", + "fullClassTree = DecisionTreeClassifier(random_state=1, min_samples_leaf=50, max_depth=7)\n", + "fullClassTree.fit(train_X, train_y)\n", + "tree_rules = export_text(fullClassTree, feature_names=list(train_X.columns))\n", + "print(tree_rules)\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# If you had to slightly reduce the number of predictors due to software limitations, or for clarity of presentation, which would be a good variable to choose?\n", + "Category and Currency" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Confusion Matrix (Accuracy 0.8162)\n", + "\n", + " Prediction\n", + "Actual 0 1\n", + " 0 305 48\n", + " 1 97 339\n" + ] + } + ], + "source": [ + "# b\n", + "classificationSummary(valid_y, fullClassTree.predict(valid_X))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# b. Is this model practical for predicting the outcome of a new auction? \n", + "This model works well for the dataset provided, but is not practical. The primary issue is that this model uses closePrice to predict the outcome, and closePrice is not something known in advance. In addition, for this set of data, the tree is quick to build and use, and has a 81.62% accuracy. However, many of the rules appear overfitted for the data provided." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# c. Describe the interesting and uninteresting information that these rules provide.\n", + "Of interest:\n", + " The tree starts the split with OpenPrice, and is able to cleanly make a binary split.\n", + "\n", + "Not of interest:\n", + " If the OpenPrice > 3.62, the next split is based on ClosePrice. However, it \"splits\" into a \"0\" category, meaning ClosePrice does not apply much to the training data. From here, the rules appear overfitted, choosing various price points to split at." + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "|--- OpenPrice <= 3.62\n", + "| |--- OpenPrice <= 1.04\n", + "| | |--- sellerRating <= 3138.50\n", + "| | | |--- class: 1\n", + "| | |--- sellerRating > 3138.50\n", + "| | | |--- class: 1\n", + "| |--- OpenPrice > 1.04\n", + "| | |--- sellerRating <= 2365.50\n", + "| | | |--- sellerRating <= 1099.50\n", + "| | | | |--- sellerRating <= 493.50\n", + "| | | | | |--- sellerRating <= 102.00\n", + "| | | | | | |--- class: 1\n", + "| | | | | |--- sellerRating > 102.00\n", + "| | | | | | |--- class: 1\n", + "| | | | |--- sellerRating > 493.50\n", + "| | | | | |--- class: 1\n", + "| | | |--- sellerRating > 1099.50\n", + "| | | | |--- OpenPrice <= 3.32\n", + "| | | | | |--- class: 1\n", + "| | | | |--- OpenPrice > 3.32\n", + "| | | | | |--- class: 1\n", + "| | |--- sellerRating > 2365.50\n", + "| | | |--- class: 0\n", + "|--- OpenPrice > 3.62\n", + "| |--- sellerRating <= 601.50\n", + "| | |--- sellerRating <= 128.00\n", + "| | | |--- class: 1\n", + "| | |--- sellerRating > 128.00\n", + "| | | |--- class: 1\n", + "| |--- sellerRating > 601.50\n", + "| | |--- OpenPrice <= 9.89\n", + "| | | |--- sellerRating <= 3909.50\n", + "| | | | |--- sellerRating <= 1847.50\n", + "| | | | | |--- class: 0\n", + "| | | | |--- sellerRating > 1847.50\n", + "| | | | | |--- class: 0\n", + "| | | |--- sellerRating > 3909.50\n", + "| | | | |--- class: 0\n", + "| | |--- OpenPrice > 9.89\n", + "| | | |--- OpenPrice <= 11.99\n", + "| | | | |--- class: 1\n", + "| | | |--- OpenPrice > 11.99\n", + "| | | | |--- sellerRating <= 2430.00\n", + "| | | | | |--- class: 0\n", + "| | | | |--- sellerRating > 2430.00\n", + "| | | | | |--- OpenPrice <= 21.99\n", + "| | | | | | |--- class: 0\n", + "| | | | | |--- OpenPrice > 21.99\n", + "| | | | | | |--- class: 0\n", + "\n" + ] + } + ], + "source": [ + "# d\n", + "auction_df_2 = pd.read_csv('eBayAuctions.csv')\n", + "\n", + "# Convert cols to categorical\n", + "auction_df_2['Duration'] = auction_df_2['Duration'].astype('category')\n", + "auction_df_2 = pd.get_dummies(auction_df_2, drop_first=True)\n", + "\n", + "# Spec outcome\n", + "X_2 = auction_df_2.drop(list(auction_df_2.filter(regex = 'Category')), axis = 1)\n", + "X_2 = X_2.drop(list(X_2.filter(regex = 'currency')), axis = 1)\n", + "X_2 = X_2.drop(list(X_2.filter(regex = 'Competitive?')), axis = 1)\n", + "X_2 = X_2.drop(list(X_2.filter(regex = 'ClosePrice')), axis = 1)\n", + "y_2 = auction_df_2['Competitive?']\n", + "\n", + "# 60/40 split\n", + "train_X_2, valid_X_2, train_y_2, valid_y_2 = train_test_split(X_2, y_2, test_size=0.4, random_state=1)\n", + "\n", + "fullClassTree_2 = DecisionTreeClassifier(random_state=1, min_samples_leaf=50, max_depth=7)\n", + "fullClassTree_2.fit(train_X_2, train_y_2)\n", + "tree_rules_2 = export_text(fullClassTree_2, feature_names=list(train_X_2.columns))\n", + "print(tree_rules_2)" + ] + }, + { + "cell_type": "code", + "execution_count": 116, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 116, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# e Plot the resulting tree on a scatter plot\n", + "#plt.scatter(X_2, y_2)\n", + "preds = fullClassTree_2.predict(valid_X_2)\n", + "plt.scatter(valid_X_2['OpenPrice'], preds)\n", + "\n", + "# len(X_2) == len(y_2)\n", + "# Is splitting reasonable?" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Confusion Matrix (Accuracy 0.7148)\n", + "\n", + " Prediction\n", + "Actual 0 1\n", + " 0 222 131\n", + " 1 94 342\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# f lift chart and the confusion matrix\n", + "classificationSummary(valid_y_2, fullClassTree_2.predict(valid_X_2))\n", + "preds = fullClassTree_2.predict_proba(valid_X_2)\n", + "\n", + "skplt.metrics.plot_cumulative_gain(valid_y_2, preds)\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# g. Based on this last tree, what can you conclude from these data about the chances of an auction obtaining at least two bids and its relationship to the auction settings set by the seller (duration, opening price, ending day, currency)? What would you recommend for a seller as the strategy that will most likely lead to a competitive auction?\n", + "\n", + "For sellers with both a high rating and a low rating, the best strategy for a competitive auction is to have a lower OpenPrice. Starting with a higher OpenPrice, though possible for highly rated sellers, tends to result in an auction with one bid." + ] + }, { "attachments": {}, "cell_type": "markdown", @@ -761,7 +1066,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.9" + "version": "3.10.10" }, "orig_nbformat": 4 }, diff --git a/eBayAuctions.csv b/eBayAuctions.csv new file mode 100644 index 0000000..70a87c2 --- /dev/null +++ b/eBayAuctions.csv @@ -0,0 +1,1973 @@ +Category,currency,sellerRating,Duration,endDay,ClosePrice,OpenPrice,Competitive? +Music/Movie/Game,US,3249,5,Mon,0.01,0.01,0 +Music/Movie/Game,US,3249,5,Mon,0.01,0.01,0 +Music/Movie/Game,US,3249,5,Mon,0.01,0.01,0 +Music/Movie/Game,US,3249,5,Mon,0.01,0.01,0 +Music/Movie/Game,US,3249,5,Mon,0.01,0.01,0 +Music/Movie/Game,US,3249,5,Mon,0.01,0.01,0 +Music/Movie/Game,US,3249,5,Mon,0.01,0.01,0 +Music/Movie/Game,US,3249,5,Mon,0.01,0.01,0 +Music/Movie/Game,US,3249,5,Mon,0.01,0.01,0 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