taxy-ml-api / artifacts /preprocessing.json
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{
"feature_names": [
"usia_norm",
"log_gaji",
"literasi_norm",
"punya_npwp",
"aktif_taxy",
"is_kawin",
"tanggungan_norm",
"income_bracket",
"pekerjaan_Fresh Graduate",
"pekerjaan_Junior Staff",
"pekerjaan_Senior Staff",
"pekerjaan_Manager",
"pekerjaan_Director"
],
"n_features": 13,
"class_names": [
"Rendah",
"Sedang",
"Tinggi"
],
"risk_bins": [
0.4,
0.66
],
"pekerjaan_cats": [
"Fresh Graduate",
"Junior Staff",
"Senior Staff",
"Manager",
"Director"
],
"income_bracket_order": [
"<3Jt",
"3-6Jt",
"6-12Jt",
"12-25Jt",
">25Jt"
],
"scaler": {
"mean": [
0.5257386565208435,
16.437042236328125,
0.6402670741081238,
0.714136004447937,
0.46970850229263306,
0.5089541077613831,
0.5009835958480835,
0.6708658933639526,
0.1922270953655243,
0.2016574591398239,
0.20080015063285828,
0.2043246328830719,
0.20099066197872162
],
"std": [
0.2651335597038269,
0.6260258555412292,
0.1653846949338913,
0.4518132507801056,
0.49909234046936035,
0.4999232292175293,
0.37170708179473877,
0.23776067793369293,
0.39405617117881775,
0.40122517943382263,
0.4005868136882782,
0.40320345759391785,
0.4007498025894165
],
"scale_mask": [
true,
true,
true,
false,
false,
false,
true,
true,
false,
false,
false,
false,
false
]
}
}