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18 results

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Tools & Services
Prediction
Apache Spark Mining
  1. Go to item
    Node / Learner
    Spark Decision Tree Learner
    Tools & Services Apache Spark Mining
    +1
    This node uses the spark.ml Decision Tree implementation to train a Decision Tree classification model in Spark. The underlying a…
    0
    knime
  2. Go to item
    Node / Learner
    Spark Decision Tree Learner (MLlib)
    Tools & Services Apache Spark Mining
    +1
    This node applies the Apache Spark Decision / Regression Tree algorithm. Please note that all data must be numeric, including the…
    0
    knime
  3. Go to item
    Node / Learner
    Spark Decision Tree Learner (Regression)
    Tools & Services Apache Spark Mining
    +1
    This node uses the spark.ml implementation to train a regression model in Spark. The underlying algorithm performs a recursive bi…
    0
    knime
  4. Go to item
    Node / Learner
    Spark Gradient Boosted Trees Learner
    Tools & Services Apache Spark Mining
    +1
    Gradient Boosted Trees are ensembles of Decision Trees. Learning a Gradient Boosted Trees model means training a sequence of Deci…
    0
    knime
  5. Go to item
    Node / Learner
    Spark Gradient Boosted Trees Learner (Regression)
    Tools & Services Apache Spark Mining
    +1
    Gradient Boosted Trees are ensembles of Decision Trees. They iteratively train Decision Trees in order to minimize a loss functio…
    0
    knime
  6. Go to item
    Node / Learner
    Spark Gradient-Boosted Trees Learner (MLlib)
    Tools & Services Apache Spark Mining
    +1
    This node applies the Apache Spark Gradient-Boosted Trees (GBTs) algorithm. Note: GBTs do not yet support multiclass classificati…
    0
    knime
  7. Go to item
    Node / Learner
    Spark Linear Regression Learner
    Tools & Services Apache Spark Mining
    +1
    This node uses the spark.ml linear regression implementation to train a linear regression model in Spark, supporting different re…
    0
    knime
  8. Go to item
    Node / Learner
    Spark Linear Regression Learner (MLlib)
    Tools & Services Apache Spark Mining
    +1
    This node applies the Apache Spark Linear Regression algorithm. It outputs the learned model for later application. Please note t…
    0
    knime
  9. Go to item
    Node / Learner
    Spark Linear SVM Learner (MLlib)
    Tools & Services Apache Spark Mining
    +1
    This node applies the Apache Spark Linear SVM algorithm. It outputs the the learned model for later application. Please note that…
    0
    knime
  10. Go to item
    Node / Learner
    Spark Logistic Regression Learner
    Tools & Services Apache Spark Mining
    +1
    This node uses the spark.ml logistic regression implementation to train a logistic regression model in Spark, supporting differen…
    0
    knime
  11. Go to item
    Node / Learner
    Spark Logistic Regression Learner (MLlib)
    Tools & Services Apache Spark Mining
    +1
    This node applies the Apache Spark Logistic Regression algorithm. It outputs the the learned model for later application. Please …
    0
    knime
  12. Go to item
    Node / Learner
    Spark Naive Bayes Learner (MLlib)
    Tools & Services Apache Spark Mining
    +1
    This node applies the Apache Spark Naive Bayes algorithm. It outputs the original data and the Naive Bayes predictions for the re…
    0
    knime
  13. Go to item
    Node / Predictor
    Spark Predictor (Classification)
    Tools & Services Apache Spark Mining
    +1
    This node classifies/labels input data using a previously learned Spark ML classification model. Please note that all feature col…
    0
    knime
  14. Go to item
    Node / Predictor
    Spark Predictor (MLlib)
    Tools & Services Apache Spark Mining
    +1
    This node labels new data points using a learned Spark MLlib model e.g. a decision tree.
    0
    knime
  15. Go to item
    Node / Predictor
    Spark Predictor (Regression)
    Tools & Services Apache Spark Mining
    +1
    This node applies regression to input data using a previously learned Spark ML regression model. Please note that all feature col…
    0
    knime
  16. Go to item
    Node / Learner
    Spark Random Forest Learner
    Tools & Services Apache Spark Mining
    +1
    A random forest* is an ensemble of decision trees. Learning a random forest model means training a set of independent decision tr…
    0
    knime
  17. Go to item
    Node / Learner
    Spark Random Forest Learner (Regression)
    Tools & Services Apache Spark Mining
    +1
    A random forest* is an ensemble of decision trees. Learning a random forest model means training a set of independent decision tr…
    0
    knime
  18. Go to item
    Node / Learner
    Spark Random Forests Learner (MLlib)
    Tools & Services Apache Spark Mining
    +1
    This node applies the Apache Spark random forests* algorithm. Please note that all data must be numeric, including the label colu…
    0
    knime

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