Index

A

adjacency_features (module)

C

classes_in_neighbors_thr (config.config attribute) classes_in_radius_thr (config.config attribute) classes_in_street_and_radius_thr (config.config attribute) clf_utilities (module) config (class in config) (module) create_args_dict() (in module features_utilities) create_clf_params_product_generator() (in module clf_utilities)

create_concatenated_features() (in module features_utilities) create_feature_sets_generator() (in module clf_utilities) create_finetuned_features() (in module features_utilities) create_poi_index() (in module adjacency_features) create_single_feature() (in module features_utilities) create_single_features() (in module features_utilities) create_test_args_dict() (in module features_utilities) create_test_features() (in module features_utilities) create_textual_index() (in module textual_features)

D

DecisionTree_hyperparameters (config.config attribute)

download_osm_streets() (in module osm_utilities)

E

encode_labels() (in module features_utilities)

evaluate() (in module clf_utilities) experiments_path (config.config attribute)

F

features_utilities (module)

G

get_bbox_coords() (in module features_utilities) get_classes_in_neighbors_bln() (in module adjacency_features) get_classes_in_neighbors_cnt() (in module adjacency_features) get_classes_in_radius_bln() (in module adjacency_features) get_classes_in_radius_cnt() (in module adjacency_features) get_classes_in_street_and_radius_bln() (in module adjacency_features) get_classes_in_street_and_radius_cnt() (in module adjacency_features)

get_pois_by_street() (in module features_utilities) get_required_external_files() (in module features_utilities) get_similarity_per_class() (in module textual_features) get_top_k() (in module features_utilities) get_top_k_fourgrams() (in module textual_features) get_top_k_predictions() (in module clf_utilities) get_top_k_terms() (in module textual_features) get_top_k_trigrams() (in module textual_features)

I

id_col (config.config attribute) included_adjacency_features (config.config attribute) included_classifiers (config.config attribute)

included_textual_features (config.config attribute) inverse_transform_labels() (in module clf_utilities) is_valid() (in module clf_utilities)

K

k_accuracy_score() (in module clf_utilities)

k_preds (config.config attribute) kNN_hyperparameters (config.config attribute)

L

label_col (config.config attribute) lat_col (config.config attribute) load_poi_gdf() (in module features_utilities)

load_street_gdf() (in module features_utilities) LogisticRegression_hyperparameters (config.config attribute) lon_col (config.config attribute)

M

MLP_hyperparameters (config.config attribute)

N

n_folds (config.config attribute) NaiveBayes_hyperparameters (config.config attribute) name_col (config.config attribute)

ngrams() (in module features_utilities) normalize_features() (in module features_utilities) normalize_scores() (in module clf_utilities) normalized_features (config.config attribute)

O

osm_crs (config.config attribute)

osm_utilities (module)

P

parse_osm_streets() (in module osm_utilities)

poi_crs (config.config attribute) poi_fpath (config.config attribute)

Q

query_osm_data() (in module osm_utilities)

R

RandomForest_hyperparameters (config.config attribute)

S

supported_adjacency_features (config.config attribute) supported_classifiers (config.config attribute)

supported_textual_features (config.config attribute) SVM_hyperparameters (config.config attribute)

T

textual_features (module) top_k (config.config attribute) top_k_fourgrams_pct (config.config attribute)

top_k_terms_pct (config.config attribute) top_k_trigrams_pct (config.config attribute) train_classifier() (in module clf_utilities)

W

write_classifier_space() (in module writers) write_evaluation_results() (in module writers) write_evaluation_space() (in module writers) write_feature_params_info() (in module writers)

write_feature_space() (in module writers) write_finetuning_results() (in module writers) write_predictions() (in module writers) writers (module)