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H2O Local Context
KNIME H2O Machine Learning Integration - Local Context for H2O Version version 4.0.0.v201906140928 by KNIME AG, Zurich, Switzerland
A local H2O context allows to create objects in a locally running H2O instance. For example data tables can be converted to H2O frames and models created using H2O can be applied on those. Note: If run locally, H2O shares compute resources with KNIME Analytics Platform.
Options
General
- Version
- Select the version of H2O used for this context
Output Ports
Best Friends (Incoming)
- Extract Table Dimension (75 %)
- Amazon S3 Connection (25 %)
Best Friends (Outgoing)
- Table to H2O (67 %)
- Table to H2O (33 %)
- Spark to H2O (< 1 %)
Workflows
Compute LIME- 08_Model_Optimization_and_Selection
- 01_H2O_Data_import_and_export
- 02_H2O_GBM_Classification_Model
- 03_H2O_GLM_Regression_Model
- 04_H2O_Crossvalidation
- 05_H2O_Scoring
- 06_H2O_GBM_parameter_optimization
- 07_Customer_prediction_with_H2O
- 08_H2O_Isolation_Forest_Outlier_Detection
- 01_Compute_LIMEs
- 01_Analytics
- 03_OpenSourceVizAndModeling
- 01_Guided_Analytics_for_ML_Automation
- Create Local or Spark Context
- h2o_gbm
- h2o_glm
- h2o_naive
- h2o_rndfor
- Prediction_dec_tree
- Prediction_h2o_gbm
- Prediction_h2o_glm
- Prediction_h2o_naive
- Prediction_h2o_rndfor
- Prediction_log_regression
- Prediction_mlp
- Prediction_svm
- Apply Feature Creation
- Apply PCA
- 03_Bioactivity_Prediction_Learn_All_Methods
- 03_Bioactivity_Prediction_Learn_Testing
- 02_H2O_for_Performance
- 04_Control_Workflow_for_Performance_and_Scalability_Measurements
- 05_Isolation_Forest_for_Fraud_Detection_Training
- 06_Isolation_Forest_for_Fraud_Detection_Deployment
- 03_Titantic_Prediction_Explanations.knwf
- Prediction_xgboost
- Isolation_Forest_for_Fraud_Detection_Deployment
- Isolation_Forest_for_Fraud_Detection_Training
- kn_example_multiclass
- 03_Interactive_MLI_Composite_View
- Classification_RF_H2O
- Feature Engineering
- Rossmann - Analiza szeregów czasowych
- Feature Transformations
- Outlier Detection
- Rossmann - DB - Time Series
- Rossmann - DB - Time Series(2)
- Show all 48 workflows
Installation
To use this node in KNIME, install KNIME H2O Machine Learning Integration from the following update site:
KNIME 4.0
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