Inspect Results of Machine Learning "BINARY" (0,1) Targets using the "Binary Classification Inspector" and "H2O Binomial Scorer"
https://forum.knime.com/t/create-a-table-that-counts-tp-fp-tn-fn-at-different-thresholds/65938/4?u=mlauber71
Census Income Data Set
Predict whether income exceeds $50K/yr based on census data. Also known as "Adult" dataset
https://archive.ics.uci.edu/ml/datasets/census+income
Workflow
Inspect Results of Machine Learning "BINARY" (0,1) Targets using the "Binary Classification Inspector" and "H2O Binomial Scorer"
External resources
- Using vtreat with Classification Problems
- H2O.ai AutoML in KNIME for classification problems
- Medium: Data preparation for Machine Learning with KNIME and the Python “vtreat” package
- forum - threshold overview
- HUB: Inspect Results of Machine Learning "BINARY" (0,1) Targets using the "Binary Classification Inspector"
- forum (65938) - Threshold Table
Used extensions & nodes
Created with KNIME Analytics Platform version 4.7.2
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