Prepare data for machine-learning models with "BINARY" (0,1) Targets using the vtreat package and Python

Workflow

Prepare data for machine-learning models with "BINARY" (0,1) Targets using the vtreat package and Python

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Prepare data for machine-learning models with "BINARY" (0,1) Targets using the vtreat package and Python Census Income Data Set Predict whether income exceeds $50K/yr based on census data. Also known as "Adult" dataset

External resources

Using vtreat with Classification Problems
H2O.ai AutoML in KNIME for classification problems
vtreat for KNIME!
Medium: Data preparation for Machine Learning with KNIME and the Python “vtreat” package

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Prepare data for machine-learning models with "BINARY" (0,1) Targets using the vtreat package and Python

External resources

KNIME Base nodes

KNIME Conda Integration

KNIME Extension for Big Data File Formats

KNIME H2O Machine Learning Integration

KNIME Javasnippet

KNIME Python Integration

KNIME Quick Forms

KNIME XGBoost Integration

Legal

Prepare data for machine-learning models with "BINARY" (0,1) Targets using the vtreat package and Python

External resources

Used extensions & nodes

KNIME Base nodesTrusted extension

KNIME Conda IntegrationTrusted extension

KNIME Extension for Big Data File FormatsTrusted extension

KNIME H2O Machine Learning IntegrationTrusted extension

KNIME JavasnippetTrusted extension

KNIME Python IntegrationTrusted extension

KNIME Quick FormsTrusted extension

KNIME XGBoost IntegrationTrusted extension

Legal

KNIME Base nodes

KNIME Conda Integration

KNIME Extension for Big Data File Formats

KNIME H2O Machine Learning Integration

KNIME Javasnippet

KNIME Python Integration

KNIME Quick Forms

KNIME XGBoost Integration