{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"<h1 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:300%;text-align:center;border-radius:10px 10px;\">  😎 Summary 😎 </h1>\n\n## Algorithms \nIn this notebook we will go through a few **Clustering** types, their pros and cons as well as their implementation of key algorithms:\n* **1. Centroid Clustering (KMeans, Mean Shift, Affinity Propagation):** Find globular/spherical clusters and allocate samples to each cluster, centered around a central point \n* **2. Density Clustering (DBSCAN, HDBSCAN):** Find areas of high density surrounded by areas of low density and assign these high density regions as clusters  \n* **3. Hierarchical Clustering  (Agglomerative, Divisive ): ** Builds or Splits Clusters according to a distance measure. i.e. Agglomerative Clusters are formed by iterating through the samples and merging each sample into a cluster if they are close to each other compared to other samples/clusters\n* **4. Distribution Clustering (Gaussian Mixture, Bayesian Gaussian Mixture**\n#### Note: \nDue to memory constraints and to try not make this notebook too long we will focus on Kmeans, DBSCAN and Guassian models \n\n## Metrics\nWe will also look at a few **Metrics** which should help us understand how well the algorithms cluster the data:\n* Silhouette \n* Calinski-Harabasz\n* Davies Bouldin \n* Distortion (Kmeans only)\n* Akaike Information Criterion (AIC) and Bayesian BIC Information Criterion (Gaussian Mixture only) ","metadata":{}},{"cell_type":"code","source":"import pandas as pd \nimport numpy as np \nimport matplotlib.pyplot as plt\nimport seaborn as sns \n\nfrom sklearn.cluster import AgglomerativeClustering,DBSCAN, KMeans\nfrom sklearn.preprocessing import StandardScaler\nfrom sklearn.metrics import silhouette_score, calinski_harabasz_score, adjusted_rand_score, davies_bouldin_score\nfrom sklearn.decomposition import PCA\nfrom sklearn.mixture import GaussianMixture, BayesianGaussianMixture\nfrom yellowbrick.cluster import KElbowVisualizer\n\nsns.set_theme()\nrang = range(4,15)","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2022-07-12T15:25:17.035794Z","iopub.execute_input":"2022-07-12T15:25:17.036654Z","iopub.status.idle":"2022-07-12T15:25:18.962714Z","shell.execute_reply.started":"2022-07-12T15:25:17.036507Z","shell.execute_reply":"2022-07-12T15:25:18.961192Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"data= pd.read_csv(\"../input/tabular-playground-series-jul-2022/data.csv\", index_col = 0  )","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:18.967084Z","iopub.execute_input":"2022-07-12T15:25:18.967479Z","iopub.status.idle":"2022-07-12T15:25:20.416312Z","shell.execute_reply.started":"2022-07-12T15:25:18.967431Z","shell.execute_reply":"2022-07-12T15:25:20.415182Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"ALL_COLS = data.columns\nINT_COLS = data.select_dtypes(include = \"int64\").columns\nFLOAT_COLS = data.select_dtypes(include = \"float64\").columns\n\nDATA_USED = ALL_COLS","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:20.418203Z","iopub.execute_input":"2022-07-12T15:25:20.418739Z","iopub.status.idle":"2022-07-12T15:25:20.436328Z","shell.execute_reply.started":"2022-07-12T15:25:20.418686Z","shell.execute_reply":"2022-07-12T15:25:20.434618Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<a id=\"1\"></a>\n<h1 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:300%;text-align:center;border-radius:10px 10px;\"> 🤖 Data Querying  🤖 </h1>","metadata":{}},{"cell_type":"code","source":"data","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:20.440428Z","iopub.execute_input":"2022-07-12T15:25:20.440850Z","iopub.status.idle":"2022-07-12T15:25:20.497948Z","shell.execute_reply.started":"2022-07-12T15:25:20.440818Z","shell.execute_reply":"2022-07-12T15:25:20.496746Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"data.info()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:20.717393Z","iopub.execute_input":"2022-07-12T15:25:20.717837Z","iopub.status.idle":"2022-07-12T15:25:20.745798Z","shell.execute_reply.started":"2022-07-12T15:25:20.717802Z","shell.execute_reply":"2022-07-12T15:25:20.744400Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"print(\"null values:\", data.isnull().sum().sum())","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:21.994373Z","iopub.execute_input":"2022-07-12T15:25:21.995166Z","iopub.status.idle":"2022-07-12T15:25:22.008033Z","shell.execute_reply.started":"2022-07-12T15:25:21.995119Z","shell.execute_reply":"2022-07-12T15:25:22.006603Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"data.iloc[:,:15].describe()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:23.188292Z","iopub.execute_input":"2022-07-12T15:25:23.189102Z","iopub.status.idle":"2022-07-12T15:25:23.308714Z","shell.execute_reply.started":"2022-07-12T15:25:23.189060Z","shell.execute_reply":"2022-07-12T15:25:23.307505Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"data.iloc[:,15:].describe()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:24.484665Z","iopub.execute_input":"2022-07-12T15:25:24.485095Z","iopub.status.idle":"2022-07-12T15:25:24.604706Z","shell.execute_reply.started":"2022-07-12T15:25:24.485059Z","shell.execute_reply":"2022-07-12T15:25:24.603386Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<a id=\"2\"></a>\n<h1 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:300%;text-align:center;border-radius:10px 10px;\"> 👽 Visualize Data  👽 </h1>","metadata":{}},{"cell_type":"code","source":"plt.figure(figsize= (15,5))\ndata.describe().loc[\"mean\"].plot(kind=\"bar\")\nplt.title(\"Mean values of each float column\")\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:25.603222Z","iopub.execute_input":"2022-07-12T15:25:25.603637Z","iopub.status.idle":"2022-07-12T15:25:26.241724Z","shell.execute_reply.started":"2022-07-12T15:25:25.603602Z","shell.execute_reply":"2022-07-12T15:25:26.240863Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"figure = plt.figure(figsize=(25, 25))\nfor i,col in enumerate(ALL_COLS):\n    plt.subplot(10, 3, i+1)\n    plt.hist(data[col], bins=100)\n    plt.title(f'{col}')\nfigure.tight_layout(h_pad=1.0, w_pad=1.0)\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:26.243030Z","iopub.execute_input":"2022-07-12T15:25:26.243714Z","iopub.status.idle":"2022-07-12T15:25:37.159401Z","shell.execute_reply.started":"2022-07-12T15:25:26.243677Z","shell.execute_reply":"2022-07-12T15:25:37.158041Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"plt.figure(figsize = (25,15))\nsns.heatmap(data.corr(), vmin= -1, vmax = 1, cmap= \"Spectral\", annot = True)\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:37.161383Z","iopub.execute_input":"2022-07-12T15:25:37.161726Z","iopub.status.idle":"2022-07-12T15:25:41.099500Z","shell.execute_reply.started":"2022-07-12T15:25:37.161695Z","shell.execute_reply":"2022-07-12T15:25:41.098538Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Int columns have the highest correlation between themselves however not anything significant","metadata":{}},{"cell_type":"markdown","source":"<a id=\"3\"></a>\n<h1 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:300%;text-align:center;border-radius:10px 10px;\"> 😯 Dimensionality Reduction with PCA 😯  </h1>","metadata":{}},{"cell_type":"code","source":"pca  = PCA(n_components=2) \n#all data\npca_all = pca.fit_transform(data)\npca_all = pd.DataFrame(pca_all, columns = [\"pca_1\",\"pca_2\"])\n\n#Float cols\npca_float = pca.fit_transform(data[FLOAT_COLS])\npca_float = pd.DataFrame(pca_float, columns = [\"pca_1\",\"pca_2\"])\n\n#int cols\npca_int = pca.fit_transform(data[INT_COLS])\npca_int = pd.DataFrame(pca_int, columns = [\"pca_1\",\"pca_2\"])","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:41.100879Z","iopub.execute_input":"2022-07-12T15:25:41.101508Z","iopub.status.idle":"2022-07-12T15:25:42.384364Z","shell.execute_reply.started":"2022-07-12T15:25:41.101459Z","shell.execute_reply":"2022-07-12T15:25:42.382949Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"plt.figure(figsize = (15,8))\nsns.scatterplot(data = pca_int , x = \"pca_1\" , y = \"pca_2\", label = \"Int values only\", alpha=  0.5)\nsns.scatterplot(data = pca_all , x = \"pca_1\" , y = \"pca_2\", label = \"All data\", alpha=  0.5)\nsns.scatterplot(data = pca_float , x = \"pca_1\" , y = \"pca_2\", label = \"Float values only\")\nplt.title(\"PCA plot: Float & Int columns vs All data\")\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:42.387490Z","iopub.execute_input":"2022-07-12T15:25:42.387926Z","iopub.status.idle":"2022-07-12T15:25:45.351906Z","shell.execute_reply.started":"2022-07-12T15:25:42.387880Z","shell.execute_reply":"2022-07-12T15:25:45.350671Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Note \nWe can see that our data hase no distictive shape, it is majority Convex (or spherical) however it does have irregular shapes in certain regions \\\nThere are **no** low density regions between potential clusters  ","metadata":{}},{"cell_type":"code","source":"plt.figure(figsize = (15,8))\nsns.scatterplot(data = pca_int , x = \"pca_1\" , y = \"pca_2\", label = \"Int values only\")\nplt.title(\"PCA plot: Int columns only\")\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:45.353526Z","iopub.execute_input":"2022-07-12T15:25:45.354850Z","iopub.status.idle":"2022-07-12T15:25:46.499265Z","shell.execute_reply.started":"2022-07-12T15:25:45.354799Z","shell.execute_reply":"2022-07-12T15:25:46.498432Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Very interesting that the data decomposes the same way for **Int** columns and **all the data**","metadata":{}},{"cell_type":"markdown","source":"<a id=\"4\"></a>\n<h1 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:300%;text-align:center;border-radius:10px 10px;\"> 🤓 Scaling 🤓 </h1>\n\n* We have a number of scaling techniques, each with different pros and cons and dependent on the clustering technique\n* For example k-means clustering is greatly affected by outliers as it uses euclidean distance as a measure and its process of cluster forming takes all samples into account for each cluster \n* As a result a scaling technique which isnt affected by outliers may preform better here i.e. RobustScaler \n\nHowever we will keep it simple and use StandardScaler here","metadata":{}},{"cell_type":"code","source":"scaler = StandardScaler()\ndata_s = scaler.fit_transform(data[DATA_USED])","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:46.500299Z","iopub.execute_input":"2022-07-12T15:25:46.500764Z","iopub.status.idle":"2022-07-12T15:25:46.539219Z","shell.execute_reply.started":"2022-07-12T15:25:46.500733Z","shell.execute_reply":"2022-07-12T15:25:46.538298Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<a id=\"5\"></a>\n<h1 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:300%;text-align:center;border-radius:10px 10px;\"> 🧐 Metrics 🧐 </h1>\nThe competition metric uses Adjusted Rand Index which compares the ground truth to our predictions. This is not usuable for us as we dont have the actual cluster values to compare \n\n#### 1. We will use 3 scoring methods\n* **Silhouette** - measures the distance of each point in a cluster with each other point in the same cluster, as well as the distance of each point to points in another cluster \\\nNegative values show a poor clustering, with any positive number showing seperation of clusters\n* **Calinski-Harabasz** (Variance Ratio Criterion) -  measures the variance of samples within the cluster vs variance with other clusters as a ratio \nA higher Calinski-Harabasz score relates to a model with better defined clusters. This is a good measure for density and will do well with distinct cluster shapes such as those used with DBSCAN\n* **Davies-Bouldin** -  measures the average similarity of each cluster with its most similar cluster, where similarity is the ratio of within-cluster distances to between-cluster distances. \nZero is the lowest possible score. Values closer to zero indicate a better partition\n\n##### Calinski-Harabasz (higher is better) ⬆️:\n* **Higher** score when clusters are **dense and well separated** \n* Higher for convex (shaped) clusters\n\n##### Silhouette(higher is better) ⬆️:\n* **Higher** score when clusters are **dense and well separated**\n* Higher for **convex** (shaped) clusters\n\n##### Davies-Bouldin (Lower is better) ⬇️:\n* **Lower** score  when clusters are **dense and well separated**\n* Higher for **convex** (shaped) clusters\n\n#### 2. Using the ELBOW method for these metrics \n* We will run a number of ifferent senarios with differing cluster numbers\n* We then need to find the elbow in the graphs i.e. where the values plateau\n\n![image.png](attachment:f8ebb32a-8751-4aa3-925e-488305660c85.png)\n\nCalinski and Silhouette may produce similar ranges of values, I suspect Davies to give some decent insights as this does better for Non-Convex data \\\n**Note** that Calinski and Silhouette  will have an inverted elbow (Higher is better)","metadata":{},"attachments":{"f8ebb32a-8751-4aa3-925e-488305660c85.png":{"image/png":"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"}}},{"cell_type":"code","source":"def get_scores(data_i, preds):\n    sil = silhouette_score(data_i, preds,metric='euclidean')\n    cal_har = calinski_harabasz_score(data_i, preds)\n    dav_bou = davies_bouldin_score(data_i, preds)\n    return sil, cal_har, dav_bou","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:46.540644Z","iopub.execute_input":"2022-07-12T15:25:46.540982Z","iopub.status.idle":"2022-07-12T15:25:46.547296Z","shell.execute_reply.started":"2022-07-12T15:25:46.540950Z","shell.execute_reply":"2022-07-12T15:25:46.546120Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"scores_df = pd.DataFrame()\nscores_df.index = rang","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:46.549128Z","iopub.execute_input":"2022-07-12T15:25:46.549546Z","iopub.status.idle":"2022-07-12T15:25:46.559294Z","shell.execute_reply.started":"2022-07-12T15:25:46.549514Z","shell.execute_reply":"2022-07-12T15:25:46.557978Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<a id=\"6\"></a>\n<h1 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:300%;text-align:center;border-radius:10px 10px;\">  🥶 Clustering 🥶 </h1>\nThe below [picture ](https://scikit-learn.org/stable/modules/clustering.html#clustering) provides a good example of how clustering algorithms work with differing data densities and shapes \n\n![image.png](attachment:4a92823c-3992-4e07-a65e-7c54245acc8a.png)\n\nWe need to pay attention to our data with respect to two area: \n\n### 1. Clustering Shapes \n**Convex / Spherical  vs Non-Convex Clusters:** \\\nConvex or Spherical Clusters are those that have distinctive 'spherical like' shapes. They are circular in nature and and dont have any irregular edges \n\n![image.png](attachment:212bf671-77d8-46cd-8d7f-79d392bda5c7.png)\n\nNon-Convex Clusters have irregular shapes and are generally non-spherical  \n\n![image.png](attachment:ff55ebdb-3b41-48b6-b1f6-4a828e89d12c.png)\n\n### 2. Data Density \nCertain clustering algorithms perform well where there are regions of high and low density. Specifically where low density regions surround the cluster\n\n![image.png](attachment:36c59d0c-3fd8-49a1-a891-7a75d33b3063.png)\n\n### Note\n* From our PCA visuals we can see that our data wont do well with certain clustering algorithms as there is **no distictive low and high dense regions and no defined shapes**. \n* We therefore should expect algorithms that look at low and high densities to perform poorly, such as **DBSCAN** \n* **NB** our PCA plot is only looking at 2 dimensions so there could be shapes that we can only see at higher 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"},"212bf671-77d8-46cd-8d7f-79d392bda5c7.png":{"image/png":"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"},"36c59d0c-3fd8-49a1-a891-7a75d33b3063.png":{"image/png":"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"}}},{"cell_type":"code","source":"pca  = PCA(n_components=2) \n#all data\npca_all = pca.fit_transform(data[DATA_USED])\npca_all = pd.DataFrame(pca_all, columns = [\"pca_1\",\"pca_2\"])","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:46.562433Z","iopub.execute_input":"2022-07-12T15:25:46.563481Z","iopub.status.idle":"2022-07-12T15:25:47.286351Z","shell.execute_reply.started":"2022-07-12T15:25:46.563412Z","shell.execute_reply":"2022-07-12T15:25:47.285023Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<h2 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:250%;text-align:center;border-radius:10px 10px;\">  🤢 DBSCAN 🤢 </h2>\n* DBSCAN performs well where the clusters are dense, separated by regions of low density \n* DBSCAN performs well with irregular shaped clusters with **sparse regions between** i.e.\n\n![image.png](attachment:928be3d2-a09d-44b4-9dc3-d63f8c7a43f7.png)\n\nWe noted in our PCA that there are no-distinctive shapes or regions of higher density, as such DBSCAN is expected to perform poorly\n\n**DBSCAN parameters:** \\\neps and min_samples are two of the most important parameters \n* eps determines the maximum distance 2 samples need to be in order to be clustered together\n* min_samples are the minimum number of samples required for a cluster to be created\n\nWe will set **min_samples** to a large value as we want clusters with many samples. We will also run through different values of **eps** to check if we get different number of clusters","metadata":{},"attachments":{"928be3d2-a09d-44b4-9dc3-d63f8c7a43f7.png":{"image/png":"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"}}},{"cell_type":"code","source":"for e in [3.9, 4.1, 4.3, 5]:\n    dbscan = DBSCAN(eps=e, min_samples=500, metric='euclidean',n_jobs =-1)\n    preds = dbscan.fit_predict(data_s)\n    vals= np.unique(preds, return_counts=True)\n    print(f\"\\n ### eps val: {e} ###\")\n    print('Number of clusters:', len(vals[0]) )\n    print(\"cluster sizes:\",vals[1])","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:25:47.297786Z","iopub.execute_input":"2022-07-12T15:25:47.301693Z","iopub.status.idle":"2022-07-12T15:35:18.938392Z","shell.execute_reply.started":"2022-07-12T15:25:47.301619Z","shell.execute_reply":"2022-07-12T15:35:18.936984Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"pca_all[\"dbscan_cluster\"] = preds\nsil, cal_har, dav_bou = get_scores (data,preds )\nsns.scatterplot(data = pca_all , x = \"pca_1\" , y = \"pca_2\",hue= \"dbscan_cluster\", palette=\"Spectral\")\nplt.title(f\"Silhouette = {sil:.4f}, Calinski ={cal_har:.2f}, Davies ={dav_bou:.2f}\")\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:35:18.940116Z","iopub.execute_input":"2022-07-12T15:35:18.940510Z","iopub.status.idle":"2022-07-12T15:37:23.387998Z","shell.execute_reply.started":"2022-07-12T15:35:18.940469Z","shell.execute_reply":"2022-07-12T15:37:23.386904Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"* We can see that there isnt much seperation of clusters \n* Confirmed that DBSCAN doesnt do well on this dataset","metadata":{}},{"cell_type":"markdown","source":"<h2 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:250%;text-align:center;border-radius:10px 10px;\">  🤔 KMeans 🤔 </h2>\n* K-means performs well where the data is convex i.e. spherical in nature (as it identifies a centroid for each cluster)\n* K-means does poorly with outliers and it sensitive to scaling\n\n#### Note\n* We can see from the PCA that our data (with the INT columns) is not perfectly spherical and therefore the clusters wont be either\n* The assumption is that kmeans will do well but will not be the best algorithm for this data ","metadata":{}},{"cell_type":"code","source":"sil_score_kmc = []\ncal_score_kmc = []\ndav_score_kmc = []\ndistortion_kmc = []\n\nfor i in rang:\n    kmc = KMeans(n_clusters = i, init='k-means++',max_iter=300)\n    kmc_preds = kmc.fit_predict(data_s)\n    sil, cal_har ,dav_bou = get_scores (data,kmc_preds )\n    sil_score_kmc.append(sil)\n    cal_score_kmc.append(cal_har)\n    dav_score_kmc.append(dav_bou)\n    distortion_kmc.append(kmc.inertia_)\n    sns.scatterplot(data = pca_all , x = \"pca_1\" , y = \"pca_2\",hue= kmc_preds, palette=\"Spectral\")\n    plt.title(f\"{i} Clusters: Sil = {sil:.4f}, Cal ={cal_har:.2f} , Dav = {dav_bou:.2f}\")\n    plt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:37:23.389602Z","iopub.execute_input":"2022-07-12T15:37:23.390677Z","iopub.status.idle":"2022-07-12T15:59:08.540384Z","shell.execute_reply.started":"2022-07-12T15:37:23.390636Z","shell.execute_reply":"2022-07-12T15:59:08.538836Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"fig, ax1 = plt.subplots(figsize = (20,8))\n\nax2 = ax1.twinx()\nax1.plot(rang, sil_score_kmc, linestyle='--', marker='o', color='b', label = \"Silhouette\")\nax2.plot(rang, dav_score_kmc, linestyle='--', marker='o', color='g', label = \"Davies\")\nax1.set_xlabel('No. clusters')\nax1.set_ylabel('Silhouette ',color='b')\nax2.set_ylabel('Davies', color='g')\nfig.legend()\nfig.suptitle(\"KMeans: Silhouette & Davies Scoring\")\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:59:08.542272Z","iopub.execute_input":"2022-07-12T15:59:08.543489Z","iopub.status.idle":"2022-07-12T15:59:08.975409Z","shell.execute_reply.started":"2022-07-12T15:59:08.543435Z","shell.execute_reply":"2022-07-12T15:59:08.974520Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"fig, ax1 = plt.subplots(figsize = (20,8))\n\nax2 = ax1.twinx()\nax1.plot(rang, distortion_kmc, linestyle='--', marker='o', color='b', label = \"Distortion\")\nax2.plot(rang, dav_score_kmc, linestyle='--', marker='o', color='g', label = \"Davies\")\nax1.set_xlabel('No. clusters')\nax1.set_ylabel('Distortion ',color='b')\nax2.set_ylabel('Davies ', color='g')\nfig.legend()\nfig.suptitle(\"KMeans: Distortion & Davies Scoring\")\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:59:08.976541Z","iopub.execute_input":"2022-07-12T15:59:08.977169Z","iopub.status.idle":"2022-07-12T15:59:09.410786Z","shell.execute_reply.started":"2022-07-12T15:59:08.977131Z","shell.execute_reply":"2022-07-12T15:59:09.409522Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"fig, ax1 = plt.subplots(figsize = (20,8))\n\nax2 = ax1.twinx()\nax1.plot(rang, sil_score_kmc, linestyle='--', marker='o', color='b', label = \"Silhouette\")\nax2.plot(rang, cal_score_kmc, linestyle='--', marker='o', color='r', label = \"Calinski\")\nax1.set_xlabel('No. clusters')\nax1.set_ylabel('Silhouette',color='b')\nax2.set_ylabel('Calinski', color='r')\nfig.legend()\nfig.suptitle(\"KMeans: Silhouette & Calinski Scoring\")\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:59:09.412119Z","iopub.execute_input":"2022-07-12T15:59:09.412541Z","iopub.status.idle":"2022-07-12T15:59:09.839380Z","shell.execute_reply.started":"2022-07-12T15:59:09.412508Z","shell.execute_reply":"2022-07-12T15:59:09.838066Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"visualizer = KElbowVisualizer(kmc, k=rang)\nvisualizer.fit(data_s)    \nvisualizer.poof()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T15:59:09.841166Z","iopub.execute_input":"2022-07-12T15:59:09.841528Z","iopub.status.idle":"2022-07-12T16:01:46.498587Z","shell.execute_reply.started":"2022-07-12T15:59:09.841496Z","shell.execute_reply":"2022-07-12T16:01:46.497611Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#save scores \nscores_df[\"sil_kmc\"]= sil_score_kmc\nscores_df[\"cal_kmc\"]= cal_score_kmc\nscores_df[\"dav_kmc\"]= dav_score_kmc\nscores_df[\"dist_kmc\"]= distortion_kmc","metadata":{"execution":{"iopub.status.busy":"2022-07-12T16:01:46.500144Z","iopub.execute_input":"2022-07-12T16:01:46.500537Z","iopub.status.idle":"2022-07-12T16:01:46.520021Z","shell.execute_reply.started":"2022-07-12T16:01:46.500501Z","shell.execute_reply":"2022-07-12T16:01:46.518517Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<h2 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:250%;text-align:center;border-radius:10px 10px;\">  🤩 Guassian Mixture 🤩 </h2>\nGuassian Mixture creates K number of guassian distributions, where the width of each guassion relates to the covariance of the data (spherical, diagonal, tied or full covariance)\n\n![image.png](attachment:c932d05d-84c9-4d52-9406-34ea6799830e.png)\n\n* Guassian Mixture is similar to kmeans where it initialises the centroid (therefore multiple random initializations are required to find the global optimum) \n* Guassian Mixture K-means performs well where the data is convex i.e. spherical in nature (as it identifies a centroid for each cluster)\n* Each cluster can have different shapes due to how the guassian distributions are found and with different covariance parameters\n\n#### Note\n* From our PCA plot the data is semi-convex in nature and doesnt have any sparse regions between clusters\n* Clusters could also be different sizes \n* I suspect Guassian Mixture to do well\n\nWith Guassian Mixture we have 2 internal metrics provided by the sklearn algorithm BIC and AIC where a **lower value **shows a better clustering","metadata":{},"attachments":{"c932d05d-84c9-4d52-9406-34ea6799830e.png":{"image/png":"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"}}},{"cell_type":"code","source":"sil_score = []\ncal_score = []\ndav_score = []\nbic_score = []\naic_score = []\n\nfor i in rang:\n    gm = GaussianMixture(n_components=i)\n    gm_preds = gm.fit_predict(data_s)\n    sil, cal_har,dav_bou = get_scores (data,gm_preds )\n    bic = gm.bic(data_s)\n    aic = gm.aic(data_s)\n    bic_score.append(bic)\n    aic_score.append(aic)\n    sil_score.append(sil)\n    dav_score.append(dav_bou)\n    cal_score.append(cal_har)\n    sns.scatterplot(data = pca_all , x = \"pca_1\" , y = \"pca_2\",hue= gm_preds, palette=\"Spectral\")\n    plt.title(f\"{i} Clusters: Sil = {sil:.4f}, Cal ={cal_har:.2f},Dav ={dav_bou:.2f}, BIC ={bic:.2f}, AIC ={aic:.2f} \")\n    plt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T16:01:46.521979Z","iopub.execute_input":"2022-07-12T16:01:46.523049Z","iopub.status.idle":"2022-07-12T16:25:51.321748Z","shell.execute_reply.started":"2022-07-12T16:01:46.522993Z","shell.execute_reply":"2022-07-12T16:25:51.320598Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"fig, ax1 = plt.subplots(figsize = (20,8))\n\nax2 = ax1.twinx()\n\nax1.plot(rang, sil_score, linestyle='--', marker='o', color='b',label = \"Silhouette\")\nax2.plot(rang, dav_score, linestyle='--', marker='o', color='g', label = \"Davies\")\nax1.set_xlabel('No. clusters')\nax1.set_ylabel('Silhouette score',color='b')\nax2.set_ylabel('Davies score', color='g')\nfig.legend()\nfig.suptitle(\"GaussianMixture: Silhouette (HIGHER) & Davies Scoring (LOWER IS BETTER)\")\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T16:25:51.323368Z","iopub.execute_input":"2022-07-12T16:25:51.324459Z","iopub.status.idle":"2022-07-12T16:25:51.758388Z","shell.execute_reply.started":"2022-07-12T16:25:51.324405Z","shell.execute_reply":"2022-07-12T16:25:51.757293Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"fig, ax1 = plt.subplots(figsize = (20,8))\n\nax2 = ax1.twinx()\nax1.plot(rang, bic_score, linestyle='--', marker='o', color='orange',label = \"BIC\")\nax2.plot(rang, aic_score, linestyle='--', marker='o', color='purple',label = \"AIC\")\nax1.set_xlabel('No. clusters')\nax1.set_ylabel('BIC score',color='orange')\nax2.set_ylabel('AIC score', color='purple')\nfig.legend()\nfig.suptitle(\"GaussianMixture: BIC & AIC Scoring (LOWER IS BETTER)\")\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T16:25:51.760045Z","iopub.execute_input":"2022-07-12T16:25:51.760668Z","iopub.status.idle":"2022-07-12T16:25:52.199013Z","shell.execute_reply.started":"2022-07-12T16:25:51.760630Z","shell.execute_reply":"2022-07-12T16:25:52.197681Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Note that with BIC and AIC we are looking for the ELBOW (i.e where there is a plateau) \n* with the above graph cluster = 7 looks to be a good point to start","metadata":{}},{"cell_type":"code","source":"#save scores \nscores_df[\"sil_gm\"]= sil_score\nscores_df[\"cal_gm\"]= cal_score\nscores_df[\"dav_gm\"]= dav_score\nscores_df[\"bic_gm\"]= bic_score\nscores_df[\"aic_gm\"]= aic_score","metadata":{"execution":{"iopub.status.busy":"2022-07-12T16:25:52.200381Z","iopub.execute_input":"2022-07-12T16:25:52.200754Z","iopub.status.idle":"2022-07-12T16:25:52.226699Z","shell.execute_reply.started":"2022-07-12T16:25:52.200721Z","shell.execute_reply":"2022-07-12T16:25:52.225847Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<h2 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:250%;text-align:center;border-radius:10px 10px;\">  🤭 Bayesian Gaussian Mixture 🤭 </h2>","metadata":{}},{"cell_type":"code","source":"sil_score_bgm = []\ncal_score_bgm = []\ndav_score_bgm = []\n\nfor i in rang:\n    bgm = BayesianGaussianMixture(n_components=i)\n    bgm_preds = bgm.fit_predict(data_s)\n    sil, cal_har,dav_bou = get_scores (data,bgm_preds )\n    sil_score_bgm.append(sil)\n    dav_score_bgm.append(dav_bou)\n    cal_score_bgm.append(cal_har)\n    sns.scatterplot(data = pca_all , x = \"pca_1\" , y = \"pca_2\",hue= gm_preds, palette=\"Spectral\")\n    plt.title(f\"{i} Clusters: Sil = {sil:.4f}, Cal ={cal_har:.2f},Dav ={dav_bou:.2f},\")\n    plt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T16:25:52.227827Z","iopub.execute_input":"2022-07-12T16:25:52.228906Z","iopub.status.idle":"2022-07-12T16:56:19.158717Z","shell.execute_reply.started":"2022-07-12T16:25:52.228853Z","shell.execute_reply":"2022-07-12T16:56:19.157374Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"fig, ax1 = plt.subplots(figsize = (20,8))\n\nax2 = ax1.twinx()\n\nax1.plot(rang, sil_score_bgm, linestyle='--', marker='o', color='b',label = \"Silhouette\")\nax2.plot(rang, dav_score_bgm, linestyle='--', marker='o', color='g', label = \"Davies\")\nax1.set_xlabel('No. clusters')\nax1.set_ylabel('Silhouette score',color='b')\nax2.set_ylabel('Davies score', color='g')\nfig.legend()\nfig.suptitle(\"BaysianGaussian: Silhouette (HIGHER) vs Davies Scoring (LOWER IS BETTER)\")\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2022-07-12T16:56:19.160324Z","iopub.execute_input":"2022-07-12T16:56:19.160730Z","iopub.status.idle":"2022-07-12T16:56:19.583171Z","shell.execute_reply.started":"2022-07-12T16:56:19.160696Z","shell.execute_reply":"2022-07-12T16:56:19.581897Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"fig, ax1 = plt.subplots(figsize = (20,8))\n\nax2 = ax1.twinx()\n\nax1.plot(rang, sil_score_bgm, linestyle='--', marker='o', color='b',label = \"Silhouette\")\nax2.plot(rang, cal_score_bgm, linestyle='--', marker='o', color='r', label = \"Calinski\")\nax1.set_xlabel('No. clusters')\nax1.set_ylabel('Silhouette score',color='b')\nax2.set_ylabel('Calsinku score', color='r')\nfig.legend()\nfig.suptitle(\"BaysianGaussian: Silhouette & Calinski Scoring (HIGHER IS BETTER)\")\nplt.show()","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"#save scores \nscores_df[\"sil_bgm\"]= sil_score_bgm\nscores_df[\"cal_bgm\"]= cal_score_bgm\nscores_df[\"dav_bgm\"]= dav_score_bgm","metadata":{"execution":{"iopub.status.busy":"2022-07-12T16:56:19.584819Z","iopub.execute_input":"2022-07-12T16:56:19.585991Z","iopub.status.idle":"2022-07-12T16:56:19.612552Z","shell.execute_reply.started":"2022-07-12T16:56:19.585947Z","shell.execute_reply":"2022-07-12T16:56:19.611431Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<a id=\"7\"></a>\n<h1 style=\"background-color:#1c6ce6;font-family:newtimeroman;color:#FFF9ED;font-size:300%;text-align:center;border-radius:10px 10px;\"> 👻 Submission  👻 </h1>","metadata":{}},{"cell_type":"code","source":"(scores_df.style.highlight_max(axis=0, props='background-color:lightgreen;', subset=['sil_kmc', 'cal_kmc', 'dist_kmc', 'sil_gm', 'cal_gm',  'sil_bgm', 'cal_bgm'\n                                                                                    ])\n         .highlight_min(axis=0, props='background-color:lightgreen;', subset=['bic_gm', 'aic_gm','dav_kmc','dav_gm','dav_bgm'])\n         )","metadata":{"execution":{"iopub.status.busy":"2022-07-12T16:56:19.614685Z","iopub.execute_input":"2022-07-12T16:56:19.615392Z","iopub.status.idle":"2022-07-12T16:56:19.718771Z","shell.execute_reply.started":"2022-07-12T16:56:19.615343Z","shell.execute_reply":"2022-07-12T16:56:19.717478Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Kmeans\nThe elbow method shows a few areas of interest at clusters 11,12 ,14","metadata":{}},{"cell_type":"code","source":"sub = pd.read_csv('../input/tabular-playground-series-jul-2022/sample_submission.csv',index_col = 0)","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"for i in [11,12,14]:\n    kmc = KMeans(n_clusters = i, init='k-means++',max_iter=300)\n    pred_kmc = kmc.fit_predict(data_s)\n    sil, cal_har,dav_bou = get_scores (data,pred_kmc )\n    \n    sub[\"Predicted\"] = pred_kmc\n    sub.to_csv(f\"submission_kmc{i}.csv\")\n    sns.scatterplot(data = pca_all , x = \"pca_1\" , y = \"pca_2\",hue= pred_kmc, palette=\"Spectral\")\n    plt.title(f\"KMEANS: {i} Clusters, Sil = {sil:.4f}, Cal ={cal_har:.2f},Dav ={dav_bou:.2f},\")\n    plt.show()","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sns.countplot(pred_kmc)","metadata":{"execution":{"iopub.status.busy":"2022-07-12T17:04:23.963825Z","iopub.execute_input":"2022-07-12T17:04:23.964299Z","iopub.status.idle":"2022-07-12T17:04:24.210075Z","shell.execute_reply.started":"2022-07-12T17:04:23.964244Z","shell.execute_reply":"2022-07-12T17:04:24.209246Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### GaussianMixture\nThe elbow method shows a few areas of interest at clusters 7,8,9,10","metadata":{}},{"cell_type":"code","source":"for i in [7,8,9,10]:\n    gm = GaussianMixture(n_components=i)\n    pred_gm = gm.fit_predict(data_s)\n    sil, cal_har,dav_bou = get_scores (data,pred_gm )\n\n    sub[\"Predicted\"] = pred_gm\n    sub.to_csv(f\"submission_gm{i}.csv\")\n    sns.scatterplot(data = pca_all , x = \"pca_1\" , y = \"pca_2\",hue= pred_kmc, palette=\"Spectral\")\n    plt.title(f\"Gassian: {i} Clusters, Sil = {sil:.4f}, Cal ={cal_har:.2f},Dav ={dav_bou:.2f},\")\n    plt.show()","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sns.countplot(pred_gm)","metadata":{"execution":{"iopub.status.busy":"2022-07-12T17:05:15.201929Z","iopub.execute_input":"2022-07-12T17:05:15.202311Z","iopub.status.idle":"2022-07-12T17:05:15.431187Z","shell.execute_reply.started":"2022-07-12T17:05:15.202273Z","shell.execute_reply":"2022-07-12T17:05:15.429711Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### BayesianGaussianMixture\nThe elbow method shows a few areas of interest at clusters 6 (we will include 7 as well)","metadata":{}},{"cell_type":"code","source":"for i in [6,7]:\n    bgm = BayesianGaussianMixture(n_components=i)\n    pred_bgm = bgm.fit_predict(data_s)\n    sil, cal_har,dav_bou = get_scores (data,pred_bgm )\n\n    sub[\"Predicted\"] = pred_bgm\n    sub.to_csv(f\"submission_bgm{i}.csv\")\n    print(sub.head())\n    sns.scatterplot(data = pca_all , x = \"pca_1\" , y = \"pca_2\",hue= pred_bgm, palette=\"Spectral\")\n    plt.title(f\"B Gassian: {i} Clusters, Sil = {sil:.4f}, Cal ={cal_har:.2f},Dav ={dav_bou:.2f},\")\n    plt.show()","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sns.countplot(pred_bgm)","metadata":{"execution":{"iopub.status.busy":"2022-07-12T17:05:55.888250Z","iopub.execute_input":"2022-07-12T17:05:55.888597Z","iopub.status.idle":"2022-07-12T17:05:56.094874Z","shell.execute_reply.started":"2022-07-12T17:05:55.888567Z","shell.execute_reply":"2022-07-12T17:05:56.093532Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}