columns list | categorical_cols list | categorical_indices list | alpha float64 | market_index dict | cqr_after_market dict | external_ts_blend dict | target string | date_col null | split dict | winsorized_cols list | target_encoding dict |
|---|---|---|---|---|---|---|---|---|---|---|---|
["Year","Year_missing","Age","Age_missing","Kilometer","Kilometer_missing","Max Power","Max Power_mi(...TRUNCATED) | [
"Brand",
"Model",
"Transmission",
"Fuel Type",
"period",
"period_bin"
] | [
32,
33,
34,
35,
36,
37
] | 0.2 | {"period_unit":"year","gamma_t":{"2000":-0.11263283518437377,"2001":-0.0421616485512724,"2002":-0.05(...TRUNCATED) | {"type":"asymmetric_relative","q_lo_global":-0.014975335508418982,"q_hi_global":-0.05119557428642383(...TRUNCATED) | {"enable":false,"blend_weight":0.5,"file":"C:\\Users\\Lenovo\\PycharmProjects\\ml\\app\\used_car_pri(...TRUNCATED) | Price | null | {
"mode": "group",
"train_size": 7124,
"valid_size": 1781
} | [
"Price",
"Kilometer",
"Max Power",
"Engine"
] | {"Brand":{"col_name":"Brand_median_enc","global_map":{"Acura":14.025895462795749,"Ambassador":11.958(...TRUNCATED) |
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