Module markov.api.schemas.features_impl

Classes

class Features (*, only: types.StrSequenceOrSet | None = None, exclude: types.StrSequenceOrSet = (), many: bool = False, context: dict | None = None, load_only: types.StrSequenceOrSet = (), dump_only: types.StrSequenceOrSet = (), partial: bool | types.StrSequenceOrSet = False, unknown: str | None = None)

Feature Container

Ancestors

• marshmallow.schema.Schema
• marshmallow.base.SchemaABC

Class variables

var correlations : Dict

Pruned column list with all uncorrelated columns in data_set set

var feature_importance : List

var opts

var recommend_feature_cols : List

Get the list of correlations between various columns The key is one of the correlations type (spearman, kendall, pearson)

var uncorrelated_columns : List

important features from this dataset