Tag: svm

140 How to draw Deep learning network architecture diagrams? 2016-11-03T03:10:24.893

101 SVM using scikit learn runs endlessly and never completes execution 2014-08-18T10:46:57.360

69 Are Support Vector Machines still considered "state of the art" in their niche? 2014-07-09T12:22:22.400

32 When to use Random Forest over SVM and vice versa? 2015-08-20T04:16:43.303

30 How to calculate mAP for detection task for the PASCAL VOC Challenge? 2017-11-26T19:32:57.543

23 Can you explain the difference between SVC and LinearSVC in scikit-learn? 2015-09-02T14:49:33.520

20 How to increase accuracy of classifiers? 2014-07-16T09:49:15.933

20 What kinds of learning problems are suitable for Support Vector Machines? 2016-01-11T07:16:58.747

18 Choose binary classification algorithm 2014-06-15T14:01:38.233

15 In SVM Algorithm, why vector w is orthogonal to the separating hyperplane? 2015-06-09T14:39:04.210

13 Intuition for the regularization parameter in SVM 2015-01-25T23:03:02.297

12 What happens when we train a linear SVM on non-linearly separable data? 2015-01-24T15:52:28.727

12 The differences between SVM and Logistic Regression 2018-05-09T15:34:56.877

11 Consequence of Feature Scaling 2014-12-02T16:19:19.043

10 Skewed multi-class data 2014-07-14T13:53:28.437

10 What's the relationship between an SVM and hinge loss? 2015-12-17T02:44:52.977

9 Using SVM as a binary classifier, is the label for a data point chosen by consensus? 2014-05-21T15:12:18.980

9 Feature selection for Support Vector Machines 2015-07-26T12:17:09.947

9 sklearn - overfitting problem 2015-08-11T22:21:42.453

9 Can training label confidence be used to improve prediction accuracy? 2017-05-24T16:13:03.890

9 Improving accuracy of Text Classification 2017-05-28T12:56:36.267

8 Is there any domain where Spiking Neural Networks outperform other algorithms (non-spiking)? 2016-04-29T15:43:44.527

8 Kernel trick explanation 2017-03-12T15:21:15.230

7 Where to start on neural networks 2014-10-12T11:23:26.493

7 Please enlighten me with Platt's SMO algorithm (for SVM) 2014-11-21T10:34:31.673

7 Where exactly does $\geq 1$ come from in SVMs optimization problem constraint? 2015-12-26T19:42:51.460

7 how to make sklearn pipeline using custom model? 2016-03-02T06:14:13.313

7 Custom metrics for unbalanced classes problem in RandomForest or SVM 2017-08-04T15:35:15.427

7 How to plot mean_test score and mean_train score of GridSearchCV 2018-09-21T22:53:42.473

7 Understanding Classifier performance on text data 2020-04-17T11:32:00.730

6 Linear kernel in SVM performing much worse than RBF or Poly 2015-12-20T17:09:48.473

6 Classifying survey response text SVM 2016-01-21T16:08:59.477

6 Difference between rbfnn and svr with gaussian kernel 2016-01-27T22:05:51.333

6 How are Hyperplane Heatmaps created and how should they be interpreted? 2016-02-27T19:14:08.533

6 Geometric Interpretation of Whether SVMs are performing well or not 2016-03-01T02:46:31.693

6 Predicting probability from scikit-learn SVC decision_function with decision_function_shape='ovo' 2017-04-15T10:18:02.510

6 Multi-class classification v.s. Binary classification 2018-02-09T07:57:07.233

6 Is there any conceptual relationship between 'kernel' in SVM and 'kernel' in convolution neural net? 2019-05-20T08:04:47.700

5 Polynomial Kernel Parameters in SVMs 2014-09-02T19:29:07.490

5 Where is the cost parameter C in the RBF kernel in SVM? 2015-05-07T21:41:25.300

5 Understanding the math behind SVM 2016-08-07T06:42:47.370

5 Why Decision Tree boundary forms a square shape and SVM a circular/oval one? 2017-07-19T12:13:18.233

5 SVM on sparse data 2017-08-10T10:33:12.267

5 SVDD vs once Class SVM 2017-11-03T21:19:00.647

5 Detecting over fitting of SVM/SVC 2018-04-03T13:23:32.610

5 How do I interpret the length-scale parameter of the RBF kernel? 2018-05-21T18:02:16.610

5 What algorithms will stuck in the local minimum? 2018-06-06T23:11:33.107

5 Is the prediction algorithm absolutely the same for all linear classifiers? 2019-01-31T22:51:31.247

5 Looking for a classification (?) algorithm for linearly separable but unlabeled data points 2019-04-16T07:43:27.663

5 What are the differences between SVC, NuSVC, and LinearSVC? 2019-05-12T06:17:19.153

4 Illustrating the dimensionality reduction done by a classification or regression model 2015-08-27T22:06:09.470

4 Impact of unlabelled documents for label prediction via SVM 2015-11-19T15:19:35.033

4 Combining Linear Regression and Time Series 2015-12-09T22:12:27.573

4 Same SVM configuration, same input data gives different output using Matlab and scikit-learn implementation of SVM, in a classification problem 2016-01-07T08:51:03.393

4 Is there a problem of over fitting in my dataset? 2016-08-08T04:32:35.520

4 Does dataset training and test size affect algorithm? 2016-09-22T04:32:54.260

4 SVM regularization - minimizing margin? 2017-04-08T10:08:35.800

4 Support Vector Regression trained with data sets 2017-07-30T13:03:37.460

4 What does the "dual" parameter in sklearn.svm.LinearSVC and sklearn.svm.LinearSVR do? 2018-05-21T09:42:52.953

4 How can I use two different datasets as a training model for svm 2018-10-31T11:44:35.890

4 Mathematical formulation of Support Vector Machines? 2019-07-12T21:47:57.940

4 How to deploy machine learning models as a chrome extension? 2019-09-26T08:55:13.813

3 feature weights in structured support vector machine 2014-08-13T20:53:15.443

3 Combine multiple classifiers to build a multi-modal classifier 2014-09-16T08:01:35.997

3 What circumstances causes two different classifiers to classify data exactly like one another 2014-10-04T19:49:53.543

3 Visualizing Support Vector Machines (SVM) with Multiple Explanatory Variables 2014-11-16T21:03:09.037

3 Aspect based sentiment analysis using machine learning approach 2015-01-11T11:43:38.253

3 Cost function for support vector regression 2015-03-14T19:18:11.747

3 Implementing sklearn.linear_model.SGDClassifier using python 2015-06-15T15:07:43.607

3 Behaviour of Learning Algorithms on Random Data 2015-10-06T18:45:53.400

3 Reason behind choosing Neural Network for classification 2015-10-19T02:35:49.983

3 Does importance of SVM parameters vary for subsample of data? 2015-10-22T22:32:24.597

3 Soccer Field Segmentation 2016-02-11T09:47:09.200

3 How do we know Kernels are successful in making data linearly Separable? 2016-02-25T10:30:42.690

3 On the properties of Hyperbolic Tangent Kernel 2016-03-02T09:27:41.087

3 Deriving Feature Map formula for Inhomogeneous Polynomial Kernel 2016-03-05T08:09:29.460

3 Grouping similar data/images 2016-04-12T23:16:13.907

3 Can we use Stop Words while using multinomial navies theorem? 2016-07-04T10:09:06.210

3 Does the "laplacian" kernel used in the SVM context come from a Hilbert space inner product? 2016-08-08T17:08:44.627

3 Outlier detection by unsupervised algorithm: Fraud Detection 2017-03-05T12:17:50.687

3 Adding more features in SVC leading to worse performance, even w/ regularization 2017-03-14T18:48:50.970

3 Is there a relationship between LDA, linear SVMs and Perceptron? 2017-05-08T22:08:23.433

3 Why do we use +1 and -1 for marginal decision boundaries in SVM 2017-05-31T15:37:29.743

3 Time series forecast using SVM? 2017-06-14T12:24:38.110

3 Which algorithm is used in sklearn SGDClassifier when modified huber loss is used? 2017-07-06T16:02:52.200

3 why the accuracy of LDA model is always changing and also is high 2017-08-13T16:41:04.193

3 What is the difference between C and lambda in the context of an SVM? 2017-08-19T15:36:55.523

3 Passing a custom kernel with more than two arguments into `svm.SVC` in scikit-learn 2017-08-20T03:52:51.523

3 What is the difference between Linear SVM and SVM with linear kernel? 2017-11-23T10:16:59.363

3 XGBoost Classification Probabilities higher than RF or SVM? 2017-12-21T17:02:47.573

3 Should the output of regression models, like SVR, be normalized? 2018-01-23T13:40:51.730

3 GridSearchCV results are different to directly applied default model (SVM) 2018-05-31T14:48:32.400

3 Normalizing test data 2018-07-01T11:53:42.153

3 Sklearn SVM - how to get a list of the wrong predictions? 2018-09-06T17:23:29.377

3 Doubt with SVM math 2018-10-20T11:42:13.133

3 How regularization parameter in SVM affects hyperplane parameters 2018-11-19T23:55:58.863

3 SVM vs RVM, when to use what? 2019-01-08T14:10:56.777

3 Scaling does not speed up the SVM model 2019-02-17T19:20:14.760

3 Is splitting the data set into train and validation applicable in unsupervised learning? 2019-02-20T21:09:20.600