NodeCluster Assigner

Predictor

This node assigns new data to an existing set of prototypes, which are obtained e.g. by a k-means clustering. Each data point is assigned to its nearest prototype.

Input ports
  1. Prototypes Type: PMML
    Prototype model
  2. Input Data Type: Data
    DataTable containing the input data that will be assigned to the prototypes
Output ports
  1. Assigned Data Type: Data
    Input data assigned to cluster prototypes
  1. Clustering the Social Community
    social media clustering sentiment analysis leadership
    This workflow clusters social media users based on their authority (leader) and hub (follower) score and on their sentim…
    knime > Examples > 50_Applications > 05_Social_Media_clustering > 01_Clustering_the_Social_Community
  2. Performing a k-Means clustering
    clustering k-Means machine learning data mining
    This workflow shows how to perform a clustering of the iris dataset using the k-Means node.
    knime > Examples > 04_Analytics > 03_Clustering > 01_Performing_a_k-Means_Clustering
  3. kMeanskOpt
    jallmer > Public > DMML > kMeanskOpt
  4. 17105_Parameter_Optimization_in_Spark
    Big Data Education
    This workflow mixes existing KNIME nodes with Spark nodes to find the optimal parameters for a k-means clustering using …
    knime > Education > 04 KNIME Big Data Course > 3_Spark > 4_Examples > 17105_Parameter_Optimization_in_Spark
  5. kMeanskOpt NoClass
    jallmer > Public > DMML > kMeanskOpt NoClass
  6. Model Selection to predict Death Occurrences in Car Accidents
    This workflow trains a few data analytics models and automatically selects the best one to predict death in car accident…
    knime > Examples > 50_Applications > 21_Model_Selection_and_Management > 01_Model_Selection_Sampled
  7. Mix and Match Spark Nodes with other KNIME Nodes
    This workflow mixes standard KNIME nodes with the Spark nodes to find the optimal parameters for a k-means clustering us…
    knime > Examples > 10_Big_Data > 02_Spark_Executor > 04_Parameter_Optimization_in_Spark