db["data_name"]="wine"
db["data_source"]="numpy_files"
db["dataset_class"]=basic_dataset
db["TF_obj"]=linear_supv_dim_reduction
db["W_optimize_technique"]=ism
db["compute_error"]=None
db["store_results"]=None
db["separate_data_for_validation"]=False
db["q"]=4
db["num_of_clusters"]=3
db["σ_ratio"]=1.0
db["λ_ratio"]=0.0
db["kernel_type"]="rbf"
db["data_file_name"]="./datasets/wine.csv"
db["label_file_name"]="./datasets/wine_label.csv"
db["validation_data_file_name"]="./datasets/wine.csv"
db["validation_label_file_name"]="./datasets/wine_label.csv"
db["best_path"]="../version9/pre_trained_weights/Best_pk/"
db["center_and_scale"]=True
db["poly_power"]=3
db["poly_constant"]=1
db["db_file"]="./tmp/wine/db_files/wine_2782.txt"
