{"metadata":{"kernelspec":{"display_name":"hms","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.8.18"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":50160,"databundleVersionId":7602123,"sourceType":"competition"}],"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"## CREDIT RISK DEFAULT PREDICTION\nInspired by 'Predicting Customer Churn with Machine Learning' best notebook\nhttps://www.kaggle.com/code/korfanakis/predicting-customer-churn-with-machine-learning/notebook\n\nThx for this amazing notebook [@korfanakis](https://www.kaggle.com/korfanakis).\n### RECOMMEND TO DOWNLOAD AND SEE THE PLOT RESULT BY EXPANDING IT!!!!!!!!!!!!\n\n#### WIP","metadata":{}},{"cell_type":"markdown","source":"![dddd 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"}}},{"cell_type":"code","source":"import pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport seaborn as sns\n# To ignore warinings\nimport warnings\nwarnings.filterwarnings('ignore')\n\nfrom sklearn.cluster import KMeans\nfrom sklearn.decomposition import PCA\nfrom sklearn.manifold import TSNE\n# Statistics\nfrom scipy.stats import chi2_contingency\nfrom imblearn.over_sampling import SMOTE\n\n# Machine Learning\nfrom sklearn.model_selection import train_test_split, GridSearchCV\nfrom sklearn.model_selection import cross_val_score, cross_val_predict\nfrom sklearn.model_selection import learning_curve\n\nfrom sklearn.preprocessing import LabelEncoder, StandardScaler\n\nfrom sklearn.naive_bayes import GaussianNB\nfrom sklearn.linear_model import LogisticRegression\nfrom sklearn.svm import SVC\nfrom sklearn.ensemble import RandomForestClassifier, GradientBoostingClassifier, VotingClassifier\nfrom xgboost import XGBClassifier\nfrom lightgbm import LGBMClassifier\n\nfrom sklearn.metrics import accuracy_score, recall_score, precision_score, auc, roc_auc_score, roc_curve\nfrom sklearn.metrics import confusion_matrix\n\nSEED = 42\npd.set_option(\"display.max_colwidth\", None)\n\ndf_feature = pd.read_csv('/kaggle/input/home-credit-credit-risk-model-stability/feature_definitions.csv')\ndf_feature","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def plot_continuous(df, df_paid, df_default, feature, txt):\n    '''Plot a histogram and boxplot for the churned and retained distributions for the specified feature.'''\n    df_func = df.copy()\n    df_func['target'] = df_func['target'].astype('category')\n\n    fig, (ax1, ax2) = plt.subplots(2,\n                                   figsize=(9, 7),\n                                   sharex=True,\n                                   gridspec_kw={'height_ratios': (.7, .3)})\n\n    for df, label in zip([df_paid,df_default], [0, 1]): \n        sns.histplot(data=df,\n                     x=feature,\n                     bins=30,\n                     alpha=0.66,\n                     edgecolor='firebrick',\n                     label=label,\n                     kde=False,\n                     ax=ax1)\n    ax1.legend()\n\n    sns.boxplot(x=feature, y='target', data=df_func, ax=ax2)\n    ax2.set_ylabel('')\n    ax2.set_yticklabels([0,1])\n    fig.text(.5, .005, txt, ha='center')\n    plt.tight_layout();\n\n\nprint('✔️ Function Defined!')","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def plot_categorical(df,feature, txt):\n    '''For a categorical feature, plot a seaborn.countplot for the total counts of each category next to a barplot for the churn rate.'''\n    fig, (ax1, ax2) = plt.subplots(1,2, figsize=(12, 4))\n\n    sns.countplot(x=feature,\n                  hue='target',\n                  data=df,\n                  ax=ax1)\n    ax1.set_ylabel('Count')\n    ax1.legend(labels=['paid', 'default'])\n    ax1.tick_params(axis='x', rotation=90)\n    \n    sns.barplot(x=feature,\n                y='target',\n                data=df,\n                palette=sns.color_palette(\"Set2\"),\n                ax=ax2)\n    ax2.set_ylabel('default rate')\n    ax2.tick_params(axis='x', rotation=90)\n\n    fig.text(.5, .005, txt, ha='center')\n    plt.tight_layout();\n\n\nprint('✔️ Function Defined!')","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### DEPTH = 0 \n- base - [ care_id, date_decision, month, weeknum, target ]\n- static 0, 1\n- static cb ","metadata":{}},{"cell_type":"code","source":"df_train_base = pd.read_csv('/kaggle/input/home-credit-credit-risk-model-stability/csv_files/train/train_base.csv')\ndf_train_base","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_train_base.info()\n","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_static = pd.read_csv('/kaggle/input/home-credit-credit-risk-model-stability/csv_files/train/train_static_0_0.csv')\ndf_static_1 = pd.read_csv('/kaggle/input/home-credit-credit-risk-model-stability/csv_files/train/train_static_0_1.csv')","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_train_static = pd.concat([df_static,df_static_1])\ndel(df_static,df_static_1)","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_train_static","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df=pd.merge(df_train_base, df_train_static)\ndf","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_train_static.info(verbose=True, show_counts=True)","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### df_feature to dictionary {variable : description}","metadata":{}},{"cell_type":"code","source":"df_feature = df_feature.set_index('Variable')\ndf_feature.index.name = None\ndict_feature=df_feature.to_dict()\n","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"dict_feature=dict_feature['Description']\ndict_feature","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df.info(verbose=True, show_counts=True)","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"## longest description\nbest=0\nfor i in df_feature.iterrows():\n    if len(i[1][0]) >= best:\n        best = len(i[1][0])\n        if best == 213:\n            print(i[0])\nbest","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"dict_feature['avgdpdtolclosure24_3658938P']","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# numerical variables\nNUMS = [x for x in df.columns if df[x].dtype=='float64']\nNUMS","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"len(NUMS)","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"exclude_cols = ['validfrom_1069D','payvacationpostpone_4187118D', 'firstclxcampaign_1125D',\n                 'MONTH', 'WEEK_NUM', 'case_id', 'date_decision', 'target',\n                 'previouscontdistrict_112M','lastrejectcommoditycat_161M','lastcancelreason_561M',\n                 'lastapprcommoditytypec_5251766M','lastapprcommoditycat_1041M']","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# categorical variables except date related / case_id / target\nCATS = [x for x in df.columns if (x not in NUMS) & (x not in exclude_cols)& (x not in df.filter(like='date')) & (x not in df.filter(like='dt')) ]\nCATS","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"len(CATS)","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Categorical Variable","metadata":{}},{"cell_type":"code","source":"for i in CATS:\n    plot_categorical(df, i, f'({dict_feature[i]})')","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"for i in ['previouscontdistrict_112M','lastrejectcommoditycat_161M','lastcancelreason_561M',\n                 'lastapprcommoditytypec_5251766M','lastapprcommoditycat_1041M']:\n    fig, (ax1, ax2) = plt.subplots(2,1, figsize=(30, 10))\n    sns.countplot(x=i,\n                    hue='target',\n                    data=df,\n                    ax=ax1)\n    ax1.set_ylabel('Count')\n    ax1.legend(labels=['paid', 'default'])\n    ax1.tick_params(axis='x', rotation=90)\n\n    sns.barplot(x=i,\n                y='target',\n                data=df,\n                palette=sns.color_palette(\"Set2\"),\n                ax=ax2)\n    ax2.set_ylabel('default rate')\n    ax2.tick_params(axis='x', rotation=90)\n\n    fig.text(.5, .001, f'({dict_feature[i]})', ha='center')\n    plt.tight_layout();\n\n\n","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## Numerical Varaibles","metadata":{}},{"cell_type":"code","source":"fig, ax = plt.subplots(figsize=(6, 6))\n\nsns.countplot(x='target', data=df, ax=ax, palette=sns.color_palette())\n\nfor index, value in enumerate(df['target'].value_counts()):\n    label = '{}%'.format(round((value / df['target'].shape[0]) * 100, 2))\n    ax.annotate(label,\n                xy=(index, value),\n                ha='center',\n                va='center',\n                fontweight='bold',\n                fontsize=30)\n\nax.set_xticklabels(['Paid(0)', 'Default(1)'])\nax.set_xlabel('Status')\nax.set_ylabel('Count')\nax.set_ylim([0, 2000000]);","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"cols=[]\nfor col in NUMS:\n    cols.append(col)\n    if len(cols)==3:\n        fig, ax = plt.subplots(1, 3, figsize=(20,5))\n        for num, j in enumerate(cols):\n            ax[num].hist(df[j], label=j, \n                                    bins=20,\n                                    color='steelblue',\n                                    edgecolor='firebrick',\n                                    linewidth=1.5);\n            ax[num].set_title(j)\n            if len(dict_feature[j])>76:\n                continue\n            ax[num].set_xlabel(dict_feature[j])\n        \n        cols=[]","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_paid = df[df['target'] == 0]\ndf_default = df[df['target'] == 1]","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"for i in NUMS:\n    plot_continuous(df,df_paid, df_default, i, txt=f'({dict_feature[i]})')","metadata":{},"execution_count":null,"outputs":[]}]}