18 XGBoost outputs tend towards the extremes 2018-01-24T00:52:02.337

8 Are the raw probabilities obtained from XGBoost, representative of the true underlying probabilties? 2018-03-08T12:42:35.623

7 Loss Function for Probability Regression 2019-02-09T00:14:07.110

6 Why does the naive bayes algorithm make the naive assumption that features are independent to each other? 2018-09-02T11:30:03.267

5 Xgboost predict probabilities 2016-10-14T11:50:40.087

5 Confidence intervals for binary classification probabilities 2017-05-12T03:18:10.817

4 which loss function (if any) optimizes the calibration graph 2016-08-01T14:44:46.700

4 Compute parameters of a PDF (probability density function) for which no closed form expression is available 2018-01-14T20:08:31.047

4 Distance between very large discrete probability distributions 2018-07-03T21:31:23.017

4 How to convert an array of numbers into probability values? 2018-08-23T05:47:09.843

4 Can someone please explain what this sample function is upto? 2018-09-20T21:34:46.670

4 How to get probabilities values with keras? 2019-02-12T00:36:29.463

4 xgboost or lightgbm to handle Binomial problems 2019-02-12T23:26:14.347

3 How to predict the probability of an event? 2016-04-04T22:25:49.787

3 What is difference between Bayesian Networks and Belief Networks? 2016-04-24T19:09:47.957

3 Selecting the right algorithm for match probability prediction 2016-08-20T14:11:33.757

3 How to use different classes of words in CountVectorizer() 2018-01-16T12:45:46.863

3 Very low probability in naive Bayes classifier 2018-01-20T09:31:11.183

3 Can the 'bin size' in a histogram be thought of as a regularity constraint? 2018-04-07T07:06:46.060

3 How does binary cross entropy work? 2018-07-13T18:50:19.653

3 Using classifier's probabilities as independent variables to predict Y 2019-02-18T21:05:09.470

3 Marginalization of joint distribution 2019-02-25T13:22:02.437

3 How to make machine learning model that reports ambiguity of the input? 2019-02-27T11:49:01.663

3 Seeking advice on knowledge discovery 2019-06-03T14:47:45.553

3 Pytorch doing a cross entropy loss when the predictions already have probabilities 2019-07-18T21:56:56.330

3 Relation between an underlying function and the underlying probability distribition function of data 2019-08-14T08:10:56.753

3 What is the meaning of likelihood? 2019-12-26T10:01:14.247

3 Re-sampling of a Histograms Bins 2019-12-27T16:58:44.713

3 Confidence value for face recognition 2020-01-17T15:45:58.270

2 Are real analysis and measure theory essential to learn for data science? 2016-04-05T00:19:56.920

2 Equation for likelihood in logistic regression 2016-05-03T10:28:34.040

2 predicting probability distribution for time series 2016-06-11T13:52:09.267

2 How to determine individual contribution when data is aggregated by team 2016-07-26T17:54:46.293

2 Is there a counting sketch optimized for intersections? 2016-10-21T03:24:56.373

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

2 Implement gaussian mixture model with stochastic variational inference 2016-11-18T06:16:50.233

2 What is "noise" in observed data? 2016-12-25T06:28:38.973

2 Classification problem approach with Python 2017-01-15T13:34:00.177

2 Proceeding with various methods for news recommendation 2017-03-30T16:56:05.620

2 Modeling the influence of events order on probability 2017-04-05T13:01:44.553

2 Linear Model to generate probability of each possible output 2017-05-23T11:24:23.360

2 Question Regarding Multi-label probability predictions 2017-06-04T09:58:20.137

2 intuition behind the difference between likelihood function of discriminative and generative algorithms 2017-06-08T10:52:24.790

2 What does a predicted probability really mean, without considering the accuracy of the underlying model? 2017-08-08T08:06:09.933

2 Softmax classifier never allows for 100% probability in LSTM? 2017-12-10T10:27:01.697

2 Do I need to use Bayes to combine a sample's class probability with the performance of the overall model? 2017-12-22T18:46:45.913

2 Epoch greedy algorithm for contextual bandits 2018-01-05T16:26:58.993

2 How to estimate probabilities of different classes for a Text 2018-01-11T14:20:06.120

2 A3C - Turning action probabilities into intensities 2018-01-27T12:49:50.810

2 One sided label smoothing in GANs 2018-03-07T16:14:49.050

2 Store's unseen items sales forecasting 2018-03-09T10:49:50.060

2 Calculating an estimate of KL Divergence using the samples drawn from distributions 2018-03-22T19:17:57.923

2 How can I estimate user-item purchase probabilities of a e-commerce website? 2018-06-11T12:59:06.240

2 Poker tournament winner prediction 2018-08-20T17:34:14.667

2 Capturing movement importance - logistic regression output 2018-09-22T12:38:54.000

2 Statistical machine translation word alignment for FR-ENG and ENG-FR: what is p(e) and p(f)? 2018-09-24T14:34:26.900

2 objective in policy gradient equation? 2018-10-18T09:02:54.123

2 Predicting missing data. Looking for good data predicting technique 2019-01-04T13:43:48.003

2 Layman's description of PDF and CDF 2019-02-18T00:30:49.960

2 Wavenet joint probability 2019-02-18T11:27:35.520

2 Why do people use CrossEntropyLoss and not just a softmax probability as the loss? 2019-03-05T05:05:28.277

2 Why does a belief network need to be represented using a directed acyclic graph (DAG)? 2019-03-05T11:28:32.493

2 What is the difference between KL-divergence, JS-divergence, Wasserstein distance and MMD? 2019-03-17T00:21:29.403

2 Data-generating probability distribution, probability distribution of a dataset, in ML 2019-06-23T19:56:45.487

2 How to find the probabilities of certain events occurring in a defined sequence? 2019-08-16T12:09:15.757

2 Predict_proba() probabilities distribution 2019-12-03T14:11:48.703

2 Difference between Gibbs sampling and variational Bayes inference 2020-01-15T05:51:47.860

2 Synthetic time series generation according to some distribution 2020-01-16T16:52:06.557

2 Connection between prob output LogisticReg/SVM and ROC 2020-02-12T21:46:07.857

2 why naive is needed in Naive Bayes ,what happens if naive is not included in Bayes theorem? 2020-02-18T19:11:03.650

2 Control which features are used for every task in multioutput classification? 2020-03-04T09:53:10.690

2 overlapping of surfaces with holes 2020-03-06T07:45:55.860

2 Practical example and working of Laplace Smoothing or Linear Interpolation in Natural Language Processing (NLP) 2020-03-14T07:56:27.713

2 Convolution and Pooling as Infinitely strong priors 2020-03-16T23:25:58.937

2 why we sample when predicting with Recurent Neural Network 2020-04-22T14:14:57.710

2 Notation for features (general notation for continuous and discrete random variables) 2020-05-27T08:02:00.680

2 Stacked Model performance? 2020-07-02T21:41:57.270

2 how classification scores are interpreted? 2020-07-06T06:22:20.590

2 why does my calibration curve for platts and isotonic have less points than my uncalibrated model? 2020-07-09T16:21:32.263

2 How to model user choice probability: binary model vs multi class model 2020-07-17T14:05:46.903

2 How can i tell if my model is overfitting from the distribution of predicted probabilities? 2020-07-24T15:41:03.610

2 Naive Bayes Denominator clarification 2020-08-20T19:31:38.720

2 What algorithms can handle probabilistic targets? 2021-02-24T03:46:52.203

1 What is the appropriate evaluation metric for RandomForest with probability in R? 2015-12-09T22:24:43.523

1 Score probability groups with Random Forest in R 2016-01-05T12:28:49.013

1 What is the procedure to create a bag of visual words model with SIFT? 2017-01-06T15:04:25.043

1 Generalization error for simple linear regression 2017-01-25T23:29:28.693

1 Antisymmetry of graph of Information vs probability 2017-02-18T14:14:11.953

1 Hidden Markov Models: Linking states to labels after EM training 2017-04-02T10:29:23.190

1 How to estimate the transition probabilities for a Markov Chain when time intervals are non-equally spaced 2017-05-04T22:55:59.240

1 Training HMMs using the EM algorithm 2017-06-16T10:39:45.207

1 Softmax function forms 2017-06-20T17:01:30.177

1 Binomial model in scikit-learn 2017-08-18T13:30:33.520

1 Maximum Entropy modelling - likelihood equation 2017-11-14T11:51:53.663

1 Extract density estimator from discriminator (MLE method) in adversarial training 2017-11-16T20:47:25.280

1 Testing fit of probability distribution 2017-12-27T18:37:09.750

1 Multi-arm bandit problem for bernoulli reward distribution 2017-12-28T11:15:12.643

1 How do i use the Gaussian function with a Naive Bayes Classifier? 2017-12-30T21:39:50.770

1 An unbiased simulator for policy simulation in reinforcement learning 2018-01-10T21:09:38.533