EBMs include pairwise interactions by default. For 3-way interactions and higher see this notebook:https://interpret.ml/docs/python/examples/custom-interactions.html Interpret EBMs can be fit on datasets with 100 million samples in several hours. For larger workloads consider using distributed EBMs...
exp.eda() Stage 2: Train intepretable models exp.model_train() Stage 3. Explain and Interpret exp.model_explain() exp.model_interpret() exp.model_diagnose() exp.model_compare() exp.model_fairness() exp.model_fairness_compare() Arbitrary Black-Box Modeling ...
EBMs include pairwise interactions by default. For 3-way interactions and higher see this notebook:https://interpret.ml/docs/python/examples/custom-interactions.html Interpret EBMs can be fit on datasets with 100 million samples in several hours. For larger workloads consider using distributed EBMs...