{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial: Hand gesture classification with EMG data using Riemannian metrics" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lead author: Marius Guerard.\n", "\n", "In this notebook we are using EMG time series collected by 8 electrodes placed on the arm skin. We are going to show how to:\n", "\n", "- Process these kind of signal into covariance matrices that we can manipulate with geomstats tools.\n", "- How to apply ML algorithms on this data to classify four different hand gestures present in the data (Rock, Paper, Scissors, Ok).\n", "- How do the different methods (using Riemanian metrics, projecting on tangent space, Euclidean metric) compare to each other." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Context\n", "\n", "The data are acquired from somOS-interface: an sEMG armband that allows you to interact via bluetooth with an Android smartphone (you can contact Marius Guerard (marius.guerard@gmail.com) or Renaud Renault (renaud.armand.renault@gmail.com) for more info on how to make this kind of armband yourself). \n", "\n", "An example of application is to record static signs that are linked with different actions (moving a cursor and clicking, sign recognition for command based personal assistants, ...). In these experiments, we want to evaluate the difference in performance (measured as the accuracy of sign recognition) between three different real life situations where we change the conditions of training (when user record signs or \"calibrate\" the device) and testing (when the app guess what sign the user is doing):\n", "\n", "- 1. What is the accuracy when doing sign recognition right after training?\n", "- 2. What is the accuracy when calibrating, removing and replacing the armband at the same position and then testing? \n", "- 3. What is the accuracy when calibrating, removing the armband and giving it to someone else that is testing it without calibration?\n", "\n", "To simulate these situations, we record data from two different users (rr and mg) and in two different sessions (s1 or s2). The user put the bracelet before every session and remove it after every session.\n", "\n", "Quick description of the data:\n", "\n", "- Each row corresponds to one acquisition, there is an acquisition every ~4 ms for 8 electrodes which correspond to a 250Hz acquisition rate.\n", "- The time column is in ms.\n", "- The columns c0 to c7 correspond to the electrical value recorded at each of the 8 electrodes (arbitrary unit).\n", "- The label correspond to the sign being recorded by the user at this time point ('rest', 'rock', 'paper', 'scissors', or 'ok). 'rest' correspond to a rested arm.\n", "- the exp identify the user (rr and mg) and the session (s1 or s2)\n", "\n", "Note: Another interesting use case, not explored in this notebook, would be to test what is the accruacy when calibrating, removing the armband and giving it to someone else that is calibrating it on its own arm before testing it. The idea being that transfer learning might help getting better results (or faster calibration) than calibrating on one user." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Before starting this tutorial, we set the working directory to be the root of the geomstats repository. In order to have the code working on your machine, you need to change this path to the path of your geomstats repository." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Working directory: /home/marius/proj/geomstats\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO: Using numpy backend\n" ] } ], "source": [ "import os\n", "import subprocess\n", "import matplotlib\n", "\n", "matplotlib.interactive(True)\n", "import matplotlib.pyplot as plt\n", "\n", "geomstats_gitroot_path = subprocess.check_output(\n", " [\"git\", \"rev-parse\", \"--show-toplevel\"], universal_newlines=True\n", ")\n", "\n", "os.chdir(geomstats_gitroot_path[:-1])\n", "\n", "print(\"Working directory: \", os.getcwd())\n", "\n", "import geomstats.backend as gs\n", "\n", "gs.random.seed(2021)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Parameters" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "N_ELECTRODES = 8\n", "N_SIGNS = 4" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The Data\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import geomstats.datasets.utils as data_utils\n", "\n", "data = data_utils.load_emg()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " time c0 c1 c2 c3 c4 c5 c6 c7 label exp\n", "0 23 127 123 128 134 125 128 130 124 rest mg_s1\n", "1 28 126 130 128 119 129 128 126 133 rest mg_s1\n", "2 32 129 130 127 125 129 129 127 130 rest mg_s1\n", "3 36 127 128 126 123 128 127 125 131 rest mg_s1\n", "4 40 127 128 129 124 127 129 127 128 rest mg_s1" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.head()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(N_SIGNS, figsize=(20, 20))\n", "label_list = [\"rock\", \"scissors\", \"paper\", \"ok\"]\n", "for i, label_i in enumerate(label_list):\n", " sign_df = data[data.label == label_i].iloc[:100]\n", " for electrode in range(N_ELECTRODES):\n", " ax[i].plot(sign_df.iloc[:, 1 + electrode])\n", " ax[i].title.set_text(label_i)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are removing the sign 'rest' for the rest of the analysis." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "data = data[data.label != \"rest\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Preprocessing into covariance matrices" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "\n", "### Parameters.\n", "N_STEPS = 100\n", "LABEL_MAP = {\"rock\": 0, \"scissors\": 1, \"paper\": 2, \"ok\": 3}\n", "MARGIN = 1000" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Unpacking data into arrays for batching" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "data_dict = {\n", " \"time\": gs.array(data.time),\n", " \"raw_data\": gs.array(data[[\"c{}\".format(i) for i in range(N_ELECTRODES)]]),\n", " \"label\": gs.array(data.label),\n", " \"exp\": gs.array(data.exp),\n", "}" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from geomstats.datasets.prepare_emg_data import TimeSeriesCovariance\n", "\n", "cov_data = TimeSeriesCovariance(data_dict, N_STEPS, N_ELECTRODES, LABEL_MAP, MARGIN)\n", "cov_data.transform()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We check that these matrics belong to the space of SPD matrices." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "import geomstats.geometry.spd_matrices as spd\n", "\n", "manifold = spd.SPDMatrices(N_ELECTRODES)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gs.all(manifold.belongs(cov_data.covs))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Covariances plot of the euclidean average" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, 2, figsize=(20, 10))\n", "for label_i, i in cov_data.label_map.items():\n", " label_ids = np.where(cov_data.labels == i)[0]\n", " sign_cov_mat = cov_data.covs[label_ids]\n", " mean_cov = np.mean(sign_cov_mat, axis=0)\n", " ax[i // 2, i % 2].matshow(mean_cov)\n", " ax[i // 2, i % 2].title.set_text(label_i)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looking at the euclidean average of the spd matrices for each sign, does not show a striking difference between 3 of our signs (scissors, paper, and ok). Minimum Distance to Mean (MDM) algorithm will probably performed poorly if using euclidean mean here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Covariances plot of the Frechet Mean of the affine invariant metric" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "from geomstats.learning.frechet_mean import FrechetMean\n", "from geomstats.geometry.spd_matrices import SPDMetricAffine" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "metric_affine = SPDMetricAffine(N_ELECTRODES)\n", "mean_affine = FrechetMean(metric=metric_affine, point_type=\"matrix\")" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, 2, figsize=(20, 10))\n", "for label_i, i in cov_data.label_map.items():\n", " label_ids = np.where(cov_data.labels == i)[0]\n", " sign_cov_mat = cov_data.covs[label_ids]\n", " mean_affine.fit(X=sign_cov_mat)\n", " mean_cov = mean_affine.estimate_\n", " ax[i // 2, i % 2].matshow(mean_cov)\n", " ax[i // 2, i % 2].title.set_text(label_i)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that the average matrices computed using the affine invariant metric are now more differenciated from each other and can potentially give better results, when using MDM to predict the sign linked to a matrix sample." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sign Classification" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are now going to train some classifiers on those matrices to see how we can accurately discriminate these 4 hand positions.\n", "The baseline accuracy is defined as the accuracy we get by randomly guessing the signs. In our case, the baseline accuracy is 25%." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "from sklearn.pipeline import Pipeline\n", "from sklearn.linear_model import LogisticRegression\n", "from sklearn.model_selection import cross_validate\n", "from sklearn.preprocessing import StandardScaler" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# Hiding the numerous sklearn warnings\n", "import warnings\n", "\n", "warnings.filterwarnings(\"ignore\")" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: keras in /home/marius/miniconda3/envs/stats/lib/python3.7/site-packages (2.3.1)\n", "Requirement already satisfied: numpy>=1.9.1 in /home/marius/miniconda3/envs/stats/lib/python3.7/site-packages (from keras) (1.19.5)\n", "Requirement already satisfied: keras-applications>=1.0.6 in 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/home/marius/miniconda3/envs/stats/lib/python3.7/site-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.4->tensorflow) (1.3.0)\n", "Requirement already satisfied: cachetools<3.2,>=2.0.0 in /home/marius/miniconda3/envs/stats/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow) (3.1.1)\n", "Requirement already satisfied: pyasn1-modules>=0.2.1 in /home/marius/miniconda3/envs/stats/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow) (0.2.7)\n", "Requirement already satisfied: rsa<4.1,>=3.1.4 in /home/marius/miniconda3/envs/stats/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow) (4.0)\n", "Requirement already satisfied: oauthlib>=3.0.0 in /home/marius/miniconda3/envs/stats/lib/python3.7/site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.4->tensorflow) (3.1.0)\n", "Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /home/marius/miniconda3/envs/stats/lib/python3.7/site-packages (from pyasn1-modules>=0.2.1->google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow) (0.4.8)\n", "\u001b[31mastroid 2.2.5 requires typed-ast>=1.3.0; implementation_name == \"cpython\", which is not installed.\u001b[0m\n", "Installing collected packages: six, setuptools\n", " Found existing installation: six 1.12.0\n", " Uninstalling six-1.12.0:\n", " Successfully uninstalled six-1.12.0\n", " Found existing installation: setuptools 40.8.0\n", " Uninstalling setuptools-40.8.0:\n", " Successfully uninstalled setuptools-40.8.0\n", "Successfully installed setuptools-54.1.0 six-1.15.0\n" ] } ], "source": [ "!pip install tensorflow" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "from tensorflow.keras.wrappers.scikit_learn import KerasClassifier\n", "import tensorflow as tf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "N_EPOCHS is the number of epochs on which to train the MLP. Recommended is ~100" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "N_EPOCHS = 10\n", "N_FEATURES = int(N_ELECTRODES * (N_ELECTRODES + 1) / 2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### A. Test on the same session and user as Training/Calibration \n", "\n", "In this first part we are training our model on the same session that we are testing it on. In real life, it corresponds to a user calibrating his armband right before using it. To do this, we are splitting every session in k-folds, training on $(k-1)$ fold to test on the $k^{th}$ last fold. \n" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "class ExpResults:\n", " \"\"\"Class handling the score collection and plotting among the different experiments.\"\"\"\n", "\n", " def __init__(self, exps):\n", " self.exps = exps\n", " self.results = {}\n", " self.exp_ids = {}\n", " # Compute the index corresponding to each session only once at initialization.\n", " for exp in set(self.exps):\n", " self.exp_ids[exp] = np.where(self.exps == exp)[0]\n", "\n", " def add_result(self, model_name, model, X, y):\n", " \"\"\"Add the results from the cross validated pipeline.\n", "\n", " For the model 'pipeline', it will add the cross validated results of every session in the model_name\n", " entry of self.results.\n", "\n", " Parameters\n", " ----------\n", " model_name : str\n", " Name of the pipeline/model that we are adding results from.\n", " model : sklearn.pipeline.Pipeline\n", " sklearn pipeline that we are evaluating.\n", " X : array\n", " data that we are ingesting in the pipeline.\n", " y : array\n", " labels corresponding to the data.\n", " \"\"\"\n", " self.results[model_name] = {\n", " \"fit_time\": [],\n", " \"score_time\": [],\n", " \"test_score\": [],\n", " \"train_score\": [],\n", " }\n", " for exp in self.exp_ids.keys():\n", " ids = self.exp_ids[exp]\n", " exp_result = cross_validate(\n", " pipeline, X[ids], y[ids], return_train_score=True\n", " )\n", " for key in exp_result.keys():\n", " self.results[model_name][key] += list(exp_result[key])\n", " print(\n", " \"Average training score: {:.4f}, Average test score: {:.4f}\".format(\n", " np.mean(self.results[model_name][\"train_score\"]),\n", " np.mean(self.results[model_name][\"test_score\"]),\n", " )\n", " )\n", "\n", " def plot_results(\n", " self,\n", " title,\n", " variables,\n", " err_bar=None,\n", " save_name=None,\n", " xlabel=\"Model\",\n", " ylabel=\"Acc\",\n", " ):\n", " \"\"\"Plot bar plot comparing the different pipelines' results.\n", "\n", " Compare the results added previously using the 'add_result' method with bar plots.\n", "\n", " Parameters\n", " ----------\n", " title : str\n", " Title of the plot.\n", " variables : list of array\n", " List of the variables to plot (e.g. train_score, test_score,...)\n", " err_bar : list of float\n", " list of error to use for plotting error bars. If None, std is used by default.\n", " save_name : str\n", " path to save the plot. If None, plot is not saved.\n", " xlabel : str\n", " Label of the x-axis.\n", " ylabel : str\n", " Label of the y-axis.\n", " \"\"\"\n", " ### Some defaults parameters.\n", " w = 0.5\n", " colors = [\"b\", \"r\", \"gray\"]\n", "\n", " ### Reshaping the results for plotting.\n", " x_labels = self.results.keys()\n", " list_vec = []\n", " for variable in variables:\n", " list_vec.append(\n", " np.array(\n", " [self.results[model][variable] for model in x_labels]\n", " ).transpose()\n", " )\n", " rand_m1 = lambda size: np.random.random(size) * 2 - 1\n", "\n", " ### Plots parameters.\n", " label_loc = np.arange(len(x_labels))\n", " center_bar = [w * (i - 0.5) for i in range(len(list_vec))]\n", "\n", " ### Plots values.\n", " avg_vec = [np.nanmean(vec, axis=0) for vec in list_vec]\n", " if err_bar is None:\n", " err_bar = [np.nanstd(vec, axis=0) for vec in list_vec]\n", "\n", " ### Plotting the data.\n", " fig, ax = plt.subplots(figsize=(20, 15))\n", " for i, vec in enumerate(list_vec):\n", " label_i = variable[i] + \" (n = {})\".format(len(vec))\n", " rects = ax.bar(\n", " label_loc + center_bar[i],\n", " avg_vec[i],\n", " w,\n", " label=label_i,\n", " yerr=err_bar[i],\n", " color=colors[i],\n", " alpha=0.6,\n", " )\n", " for j, x in enumerate(label_loc):\n", " ax.scatter(\n", " (x + center_bar[i]) + rand_m1(vec[:, j].size) * w / 4,\n", " vec[:, j],\n", " color=colors[i],\n", " edgecolor=\"k\",\n", " )\n", "\n", " # Add some text for labels, title and custom x-axis tick labels, etc.\n", " ax.set_xlabel(xlabel)\n", " ax.set_ylabel(ylabel)\n", " ax.set_title(title)\n", " ax.set_xticks(label_loc)\n", " ax.set_xticklabels(x_labels)\n", " ax.legend()\n", " plt.legend()\n", "\n", " ### Saving the figure with a timestamp as a name.\n", " if save_name is not None:\n", " plt.savefig(save_name)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "exp_arr = data.exp.iloc[cov_data.batches]\n", "intra_sessions_results = ExpResults(exp_arr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### A.0. Using Logistic Regression on the vectorized Matrix (Euclidean Method)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Average training score: 0.9937, Average test score: 0.9165\n" ] } ], "source": [ "pipeline = Pipeline(\n", " steps=[\n", " (\"standardize\", StandardScaler()),\n", " (\"logreg\", LogisticRegression(solver=\"lbfgs\", multi_class=\"multinomial\")),\n", " ]\n", ")\n", "\n", "intra_sessions_results.add_result(\n", " model_name=\"logreg_eucl\", model=pipeline, X=cov_data.covecs, y=cov_data.labels\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### A.1. Using MLP on the vectorized Matrix (Euclidean Method)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "def create_model(weights=\"initial_weights.hd5\", n_features=N_FEATURES, n_signs=N_SIGNS):\n", " \"\"\"Function to create model, required for using KerasClassifier and wrapp a Keras model inside a\n", " scikitlearn form.\n", " We added a weight saving/loading to remove the randomness of the weight initialization (for better comparison).\n", " \"\"\"\n", " model = tf.keras.models.Sequential(\n", " [\n", " tf.keras.layers.Dense(\n", " n_features, activation=\"relu\", input_shape=(n_features,)\n", " ),\n", " tf.keras.layers.Dropout(0.2),\n", " tf.keras.layers.Dense(17, activation=\"relu\"),\n", " tf.keras.layers.Dropout(0.2),\n", " tf.keras.layers.Dense(n_signs, activation=\"softmax\"),\n", " ]\n", " )\n", "\n", " model.compile(\n", " loss=\"sparse_categorical_crossentropy\",\n", " optimizer=\"rmsprop\",\n", " metrics=[\"accuracy\"],\n", " )\n", " if weights is None:\n", " model.save_weights(\"initial_weights.hd5\")\n", " else:\n", " model.load_weights(weights)\n", " return model\n", "\n", "\n", "def create_model_covariance(weights=\"initial_weights.hd5\"):\n", " return create_model(weights=weights, n_features=N_FEATURES)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Use the line below to generate the 'initial_weights.hd5' file" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "generate_weights = create_model(weights=None)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Average training score: 0.9445, Average test score: 0.8083\n" ] } ], "source": [ "pipeline = Pipeline(\n", " steps=[\n", " (\"standardize\", StandardScaler()),\n", " (\"mlp\", KerasClassifier(build_fn=create_model, epochs=N_EPOCHS, verbose=0)),\n", " ]\n", ")\n", "\n", "intra_sessions_results.add_result(\n", " model_name=\"mlp_eucl\", model=pipeline, X=cov_data.covecs, y=cov_data.labels\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### A.2. Using Tangent space projection + Logistic Regression" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Average training score: 0.9959, Average test score: 0.9200\n" ] } ], "source": [ "from geomstats.learning.preprocessing import ToTangentSpace\n", "\n", "pipeline = Pipeline(\n", " steps=[\n", " (\"feature_ext\", ToTangentSpace(geometry=metric_affine)),\n", " (\"standardize\", StandardScaler()),\n", " (\"logreg\", LogisticRegression(solver=\"lbfgs\", multi_class=\"multinomial\")),\n", " ]\n", ")\n", "\n", "intra_sessions_results.add_result(\n", " model_name=\"logreg_affinvariant_tangent\",\n", " model=pipeline,\n", " X=cov_data.covs,\n", " y=cov_data.labels,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### A.3. Using Tangent space projection + MLP" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Average training score: 0.9601, Average test score: 0.8358\n" ] } ], "source": [ "pipeline = Pipeline(\n", " steps=[\n", " (\"feature_ext\", ToTangentSpace(geometry=metric_affine)),\n", " (\"standardize\", StandardScaler()),\n", " (\n", " \"mlp\",\n", " KerasClassifier(\n", " build_fn=create_model_covariance, epochs=N_EPOCHS, verbose=0\n", " ),\n", " ),\n", " ]\n", ")\n", "\n", "intra_sessions_results.add_result(\n", " model_name=\"mlp_affinvariant_tangent\",\n", " model=pipeline,\n", " X=cov_data.covs,\n", " y=cov_data.labels,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### A.4. Using Euclidean MDM" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Average training score: 0.8552, Average test score: 0.7710\n" ] } ], "source": [ "from geomstats.learning.mdm import RiemannianMinimumDistanceToMeanClassifier\n", "from geomstats.geometry.spd_matrices import SPDMetricEuclidean\n", "\n", "pipeline = Pipeline(\n", " steps=[\n", " (\n", " \"clf\",\n", " RiemannianMinimumDistanceToMeanClassifier(\n", " riemannian_metric=SPDMetricEuclidean(n=N_ELECTRODES), n_classes=N_SIGNS\n", " ),\n", " )\n", " ]\n", ")\n", "\n", "intra_sessions_results.add_result(\n", " model_name=\"mdm_eucl\", model=pipeline, X=cov_data.covs, y=cov_data.labels\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### A.5. Using Riemannian MDM" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Average training score: 0.9342, Average test score: 0.8353\n" ] } ], "source": [ "pipeline = Pipeline(\n", " steps=[\n", " (\n", " \"clf\",\n", " RiemannianMinimumDistanceToMeanClassifier(\n", " riemannian_metric=SPDMetricAffine(n=N_ELECTRODES), n_classes=N_SIGNS\n", " ),\n", " )\n", " ]\n", ")\n", "\n", "intra_sessions_results.add_result(\n", " model_name=\"mdm_affinvariant\", model=pipeline, X=cov_data.covs, y=cov_data.labels\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Summary plots" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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