**21**
results

**21**
results

Gradient boosting

Data mining
Gradient boosted trees
Machine Learning
Classification
Bag of Models
+7

- Go to itemWorkflow
###### Housing Value Prediction using XGBoost for Regression

This workflow shows how the XGBoost nodes can be used for regression tasks. It also demonstrates a combination of parameter optim…knime > Examples > 04_Analytics > 16_XGBoost > 02_Housing_Value_Regression_with_XGBoost1 - Go to itemOptional tasks for Group 2 in KNIME Data Science Learnathon - Apply a cross validation loop to a classification model - Train a c…maarit > University Course > Learnathon UM April 21 > Challenges > Group2_Training_Evaluation_and_Optimization > Group2_2_OPTIONAL_Steps0
- Go to itemThis workflow shows how to learn a Gradient Boosted Trees model on the adult data set.atomnous > Public > 04_Classification_and_Predictive_Modelling > 05_Gradient_Boosted_Trees0
- Go to itemThis workflows shows how the XGBoost nodes can be used for classification tasks.knime > Examples > 04_Analytics > 16_XGBoost > 01_Classify_Forest_Covertypes_with_XGBoost0
- Go to itemThis workflow shows how to learn a Gradient Boosted Trees model on the adult data set.knime > Examples > 04_Analytics > 04_Classification_and_Predictive_Modelling > 05_Gradient_Boosted_Trees0
- Go to itemThis workflow shows how to learn a Gradient Boosted Trees model on the adult data set.amfita > Public > 05_Gradient_Boosted_Trees0
- Go to itemSolution to the optional tasks for Group 2 in KNIME Data Science Learnathon - Apply a cross validation loop to a classification m…knime > Education > Learnathons > From_Raw_Data_To_Deployment > Learnathon > Challenges > Group2_Training_Evaluation_and_Optimization > Group2_2_Optional_Steps0
- Go to itemSolution to the optional tasks for Group 2 in KNIME Data Science Learnathon - Apply a cross validation loop to a classification m…knime > Education > Learnathons > From_Raw_Data_To_Deployment > Learnathon-Solutions > Group2_Training_Evaluation_and_Optimization > Group2_2_Optional_Steps0
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###### PMML Gradient Boosted Trees Predictor (Regression)

Applies regression from a Gradient Boosted Trees model that is provided in PMML format. Note that it is currently not possible to…0 - Go to itemNode / Learner
~~Gradient Boosted Trees Learner (deprecated)~~Learns Gradient Boosted Trees with the objective of classification. The algorithm uses very shallow regression trees and a specia…0 - Go to itemLearns Gradient Boosted Trees with the objective of classification. The algorithm uses very shallow regression trees and a specia…0
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~~Gradient Boosted Trees Predictor (deprecated)~~Classifies data using a Gradient Boosted Trees model. The implementation follows the algorithms described in "Greedy Function App…0 - Go to itemApplies classification from a Gradient Boosted Trees model that is provided in PMML format. Note that it is currently not possibl…0
- Go to itemWrites a Gradient Boosted Trees model to PMML. Models learned on bit-, byte- or double-vector columns can be translated but the n…0
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###### Gradient Boosted Trees Learner (Regression)

Learns Gradient Boosted Trees with the objective of regression. The algorithm uses very shallow regression trees and a special fo…0 - Go to itemNode / Learner
~~Gradient Boosted Trees Learner (Regression) (deprecated)~~Learns Gradient Boosted Trees with the objective of regression. The algorithm uses very shallow regression trees and a special fo…0 - Go to itemNode / Predictor
###### Gradient Boosted Trees Predictor (Regression)

Applies regression from a Gradient Boosted Trees model. The implementation follows the algorithms described in "Greedy Function A…0 - Go to itemNode / Predictor
~~PMML Gradient Boosted Trees Predictor (deprecated)~~Applies classification from a Gradient Boosted Trees model that is provided in PMML format. Note that it is currently not possibl…0 - Go to itemNode / Predictor
~~PMML Gradient Boosted Trees Predictor (deprecated)~~Applies classification from a Gradient Boosted Trees model that is provided in PMML format. Note that it is currently not possibl…0 - Go to itemNode / Predictor
~~Gradient Boosted Trees Predictor (deprecated)~~Classifies data using a Gradient Boosted Trees model. The implementation follows the algorithms described in "Greedy Function App…0

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