Tag: supervised-learning

34 What would I prefer - an over-fitted model or a less accurate model? 2020-01-12T13:48:25.717

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

18 Merging sparse and dense data in machine learning to improve the performance 2016-04-06T05:14:11.457

13 Supervised learning vs reinforcement learning for a simple self driving rc car 2016-04-10T17:28:10.910

10 Why neural networks do not perform well on structured data? 2018-09-18T01:54:14.053

10 Is max_depth in scikit the equivalent of pruning in decision trees? 2018-09-23T06:50:27.273

8 Ideas for prospect scoring model 2016-06-15T11:30:33.413

8 Which supervised learning algorithms are available for matching? 2016-06-21T15:43:25.803

7 Neural network with flexible number of inputs? 2016-10-20T18:46:47.740

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 Identifying sequences of actions required to complete tasks, based on data of completed tasks 2017-02-16T07:32:17.380

6 Why will the accuracy of a highly unbalanced dataset reduce after oversampling? 2018-02-23T08:51:12.860

6 When is the sum of models the model of the sum? 2019-05-15T16:53:46.510

6 Is there any difference between a weak learner and a weak classifier? 2020-01-05T22:15:41.233

5 What is conjugate gradient descent? 2015-09-30T13:04:37.247

5 How to build a supervised artificial neural network? 2015-12-21T07:39:44.953

5 supervised learning and labels 2016-01-01T08:11:03.380

5 Predictive clustering 2016-03-06T15:46:50.050

5 How is training data generated 2016-03-24T15:25:20.030

5 Is NN with no hidden layer is behave like a regression? 2018-08-31T03:28:48.613

5 Which algorithm to use for efficient resource assignment? 2019-04-07T06:56:55.490

4 Equipment failure prediction 2015-09-28T21:17:21.150

4 Research in random forest algorithms able to switch data sets 2015-12-30T19:32:09.643

4 How exactly dependent variable is expressed in terms of independent variables using Partial Least Square Regression Method? 2016-02-08T06:38:59.600

4 Word labeling with Tensorflow 2016-05-28T08:44:40.363

4 How can I run Labeled LDA over one textual document? 2016-07-12T20:22:19.207

4 What is deconvolution operation used in Fully Convolutional Neural Networks? 2017-07-19T07:16:19.960

4 Feature Scaling of Training Set and Test Set 2018-01-06T09:20:02.170

4 When using an unsupervised alogirthm, what is the "learning" part since it belong to machine learning field? 2018-02-19T20:28:24.677

4 Is there any work done on reconfigurable convolutional neural networks? 2018-07-10T13:42:29.523

4 How to automatically verify official documents? 2018-09-04T07:19:07.500

4 Detecting abnormal 'cat' behaviour via Supervised Learning 2018-09-24T12:12:00.860

4 Performance of model in production varying greatly from train-test data 2019-01-09T15:50:21.250

4 Similar students using Machine Learning 2019-01-24T07:25:46.937

4 ML regression poor performance 2019-02-13T21:30:54.550

4 What happens if GBM parameters (e.g., learning rate) vary as the training progresses? 2019-03-25T15:35:31.007

4 Why does feature scaling improve the convergence speed for gradient descent? 2019-07-14T19:33:16.973

4 Super Resolution CNN vs Regular CNN 2019-07-23T13:04:28.453

4 Why models performs better If normalize test data and train data separately? 2019-09-03T10:24:06.270

4 How to include categorical fields to enhance a text classification 2020-08-30T12:30:56.487

3 Bayes Classification 2016-01-26T12:34:54.873

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 sLDA vs. LDA+Classifier 2016-05-24T23:44:46.577

3 generalized likelihood ratio test (GLRT) 2016-08-05T23:02:21.727

3 Boolean classification on strings 2016-12-07T00:45:33.510

3 Probability for label correctness in semi-supervised learning 2017-06-09T12:46:24.557

3 ML algorithms for defining NORMAL user behavior 2017-08-25T06:38:51.000

3 How does KNN handle categorical features 2018-01-16T20:10:37.313

3 Machine learning algorithms for time series analysis 2018-01-31T00:07:01.387

3 Multi Label Classification on Data Columns in Tables 2018-02-10T06:32:46.710

3 Recognising made up terms 2018-03-20T14:53:30.840

3 Supervised Learning could be biased if we use obsolete data 2018-05-23T15:27:37.527

3 What to report in the build model, asses model and evaluate results steps of CRISP-DM? 2018-06-17T04:54:35.087

3 4 Class Classification - Machine Learning Model 2018-08-03T08:35:32.060

3 ML Models: How to handle categorical feature with over 1000 unique values 2018-09-05T05:45:31.683

3 Supervised learning for a turn-based game? 2019-04-11T18:02:38.517

3 Predicting probability for each tag given already chosen tags 2019-08-15T20:43:06.533

3 svm.LinearSVC: larger max_iter number doesn't always increase the accuracy/precision/recall 2019-08-22T08:29:09.923

3 How to represent audio data in a format that can be used for preprocessing and modelling? 2019-09-07T15:00:38.247

3 Suggestion for stacked modelling in machine learning 2019-10-18T09:30:18.533

3 Is pattern recognition the same as unsupervised learning? Is machine learning the same as supervised learning? 2019-12-23T18:58:10.613

3 When unsupervised learning is more beneficial in comparison with supervised learning even the labelings are existed? 2020-01-08T12:09:04.157

3 Identify members who are likely to switch where they receive drug administration 2020-01-09T00:16:04.383

3 difference between supervised learning and imitation learning 2020-10-19T01:21:19.357

3 Understanding Learning Curves 2021-01-19T01:52:59.350

2 Is there a tool/ library/ algorithm that can learn from the steps I perform in cleaning text and apply them to similar data? 2016-02-15T17:41:46.373

2 User identification using machine learning 2016-04-14T08:28:44.620

2 Artificial Neural Networks and Efficient Parameter Optimization 2016-05-11T15:06:55.627

2 Different accuracy for different rng values 2016-08-09T05:45:59.030

2 What are some method for pre-processing data in OCR? 2016-09-28T05:57:38.303

2 Supervised learning with tagged images 2016-10-13T08:29:20.457

2 In supervised learning, what does "Estimating $p(y \vert x)$" mean? 2016-11-06T11:14:06.773

2 Which classifier should I use for sparse boolean features? 2016-12-10T19:51:29.767

2 Finding parameters of image filter using classified pairs 2017-05-25T11:47:36.777

2 Regarding "modification" of feature columns in supervised learning 2017-06-10T14:43:24.360

2 Ideal difference in the training accuracy and testing accuracy 2017-07-08T06:12:49.910

2 How to classify a data as not matching any label 2017-10-16T10:17:21.083

2 time series forecasting - sliding window method 2018-03-16T20:36:20.670

2 Which is the best Machine learning technique for this Load forecasting problem? 2018-04-11T03:39:04.470

2 Exploratory analysis and feature engineering for time till failure prediction using sensor data of engines 2018-05-01T18:49:01.800

2 Stacking when the the target variable is categorical? 2018-05-12T18:03:31.053

2 How to do feature engineering for email cleaning / text extraction? 2018-07-27T15:15:24.100

2 Taking Neural Network's false positives as the recommendation system result? 2018-08-20T13:27:53.377

2 how to identify the unknown class in machine learning? 2018-09-07T10:36:33.393

2 What are the differences between Reinforcement Learning (RL) and Supervised Learning? 2018-09-28T05:44:03.597

2 Can preprocessing the whole population cause data leakage? 2018-10-06T12:50:13.753

2 Is there any tool for data visualization and manipulation? 2018-10-11T22:25:02.427

2 How to visualize image segmentation results 2018-11-02T17:52:39.533

2 Neural Network for detecting/checking for requirements in diagrams 2018-12-28T20:36:10.137

2 How to choose best model checkpoint when training deep learning model on all the data? 2019-02-05T06:35:04.917

2 Test RMSE of polynomial regression drops when using more variables? 2019-04-03T05:19:26.360

2 Philosophical question on redundancy 2019-04-22T15:56:36.893

2 Methodology for driving score(behavior) 2019-06-13T07:11:20.730

2 Is conditional GAN supervised learning? 2019-06-24T08:31:54.440

2 How to efficiently iterate a supervised model over the Cartesian product of very large number of records? 2019-06-26T19:15:13.197

2 Supervised learning approach - creating my own labels 2019-06-26T20:26:41.820

2 How do I use the supervised learning classification in my project? 2019-06-28T23:19:53.520