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-rw-r--r--lib/cli.py26
1 files changed, 26 insertions, 0 deletions
diff --git a/lib/cli.py b/lib/cli.py
index f9341f8..7eaaa61 100644
--- a/lib/cli.py
+++ b/lib/cli.py
@@ -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")