diff options
Diffstat (limited to 'lib/cli.py')
-rw-r--r-- | lib/cli.py | 26 |
1 files changed, 26 insertions, 0 deletions
@@ -103,6 +103,30 @@ def print_cartinfo(prefix, info, feature_names): _print_cartinfo(prefix, info.to_json(feature_names=feature_names), feature_names) +def print_lmtinfo(prefix, info, feature_names): + _print_lmtinfo(prefix, info.to_json(feature_names=feature_names)) + + +def _print_lmtinfo(prefix, model): + if model["type"] == "static": + print(f"""{prefix}: {model["value"]}""") + elif model["type"] == "scalarSplit": + _print_lmtinfo( + f"""{prefix} {model["paramName"]}≤{model["paramDecisionValue"]} """, + model["left"], + ) + _print_lmtinfo( + f"""{prefix} {model["paramName"]}>{model["paramDecisionValue"]} """, + model["right"], + ) + else: + model_function = model["functionStr"].removeprefix("0 + ") + for i, coef in enumerate(model["regressionModel"]): + model_function = model_function.replace(f"regression_arg({i})", str(coef)) + model_function = model_function.replace("+ -", "- ") + print(f"{prefix}: {model_function}") + + def _print_cartinfo(prefix, model, feature_names): if model["type"] == "static": print(f"""{prefix}: {model["value"]}""") @@ -146,6 +170,8 @@ def print_model(prefix, info, feature_names): print_cartinfo(prefix, info, feature_names) elif type(info) is df.SplitFunction: print_splitinfo(feature_names, info, prefix) + elif type(info) is df.LMTFunction: + print_lmtinfo(prefix, info, feature_names) else: print(f"{prefix}: {type(info)} UNIMPLEMENTED") |