Tag: ensemble-modeling

18 GBM vs XGBOOST? Key differences? 2017-02-11T20:03:23.843

6 Why isn't dimension sampling used with gradient boosting machines (GBM)? 2014-11-25T09:40:20.040

6 Assumptions/Limitations of Random Forest Models 2015-06-05T05:18:26.460

5 what is the difference between "fully developed decision trees" and "shallow decision trees"? 2016-01-11T07:07:23.557

5 2 stage ensemble -- CV MSE valid in 1st stage but not in 2nd 2016-02-18T14:38:46.413

5 How predictions of level 1 models become training set of a new model in stacked generalization. 2017-06-14T08:12:41.713

4 Why some people add results from PCA and other dimensional reductions techniques as features 2017-06-20T07:29:09.913

3 How to ensemble classifier incorporating all features in python? 2014-11-27T03:21:11.110

3 Ensembling vs clustering in machine learning 2016-04-05T20:25:46.083

3 clustering plus linear model versus non linear (tree) model 2016-04-14T13:25:16.030

3 Does ensemble (bagging, boosting, stacking, etc) always at least increase performance? 2017-02-23T17:45:29.633

3 Improving classifier performances in R for imbalanced dataset 2017-04-12T09:58:27.700

3 Taking average of multiple neural networks? 2018-01-29T04:19:13.520

2 Pick a model from multiple models using a decision tree 2015-10-19T11:31:55.477

2 Algorithmic approach to model blending 2016-03-17T13:56:10.293

2 EasyEnsemble explaination 2016-05-09T13:22:02.683

2 Ensemble Techniques for multilabel data 2016-10-26T10:52:50.327

2 Decision Tree Ensembling 2017-01-25T12:57:36.497

2 How to do boosting in model-ensembling? 2017-02-23T18:29:53.903

2 How to measure the correlation of different algorithms 2017-06-27T12:14:09.267

2 How to create an ensemble that gives precedence to a specific classifier 2018-01-11T19:13:36.383

2 Combining Different Models 2018-02-06T12:18:34.213

1 Importance of variables in RandomForest in R 2015-12-16T21:21:35.683

1 Stacked features not helping 2015-12-28T19:38:08.663

1 Variable importance in ensemble models 2016-06-16T01:40:15.160

1 how to choose classifer 2016-06-18T02:48:46.153

1 Is SuperLearning actually different to stacking,or are they essentially the same thing? 2016-06-30T00:26:19.793

1 Where does the random in Random Forests come from? 2016-07-08T23:07:34.640

1 Predictive Modeling of Multiple Items 2016-09-15T10:11:30.967

1 Compare probability estimates of two classifiers 2017-01-07T03:52:18.910

1 How to use ensemble of models in FM or FFM? 2017-01-13T13:01:01.133

1 Is there an R package for Locally Interpretable Model Agnostic Explanations? 2017-03-23T05:32:20.430

1 How to use an existing model as in input into a new model 2017-05-02T05:40:10.713

1 How to tune weights in Voting Classifier (Sklearn) 2017-10-16T16:10:00.417

1 Learning Algorithm that decide which model gives better results for each testing instance 2017-11-05T13:02:58.023

1 Re: Missing Value 2018-01-31T18:38:34.280

1 testing new data in model 2018-02-07T09:42:15.853

1 AdaBoost - Ensemble model perform poor than best weak classifier 2018-03-03T03:36:45.990

0 What does Negative Log Likelihood mean? 2016-09-02T19:36:40.647

0 Ensemble modelling using model's probabilities 2017-03-24T10:01:30.713

0 Ensemble learning 2017-04-16T20:42:19.003

0 What kind of algorithms can be used as a stacker in stacked generalization 2017-06-26T06:58:49.207

0 How can I do tree_method ='exact' in XGBoost classifier? 2017-07-24T08:55:54.533

0 Tuning Adaboost to prevent equal confidence levels 2017-09-15T08:35:32.287

0 Systematic combination of already accurate classifiers 2017-09-27T13:52:54.957

0 Sklearn Aggregating Multiple Fitted Models Into A Single Model? (binary classification) 2017-10-06T16:35:57.127

0 Ensemble Model vs Normal model 2017-12-20T07:50:34.477

0 Can I automate stacking? 2018-01-05T18:02:40.340

0 How to Compare resampling methods (Dolan-More Curve) 2018-01-11T17:45:01.610

0 Retrieve user features in real time from UserId for prediction 2018-02-20T00:25:18.850

0 How to approach model reporting task 2018-02-20T15:43:12.233

-1 How to average classifiers with AUC metric? 2017-11-12T22:49:34.447

-1 Ensemble Probabilities of the different models 2017-11-18T09:13:50.947