var.py

import numpy as np
# parameters_rbf = {
#     "C": [1, 10, 100, 1000, 2000],
#     "gamma": [
#         1.0e-100,
#         7.89652287e-94,
#         4.92388263e-80,
#         3.07029063e-66,
#         1.91791026e-52,
#         1.19421878e-38,
#         7.44380301e-25,
#         4.64158883e-11,
#         3.66524124e-4,
#         2.89426612e3,
#         2.28546386e10,
#         1.42510267e24,
#         8.88178420e37,
#         5.54102033e51,
#         3.45662002e65,
#         2.15443469e79,
#         1.34339933e93,
#         1.06081836e100,
#         8.37677640e106,
#     ],
# }


# parameters_rbf = {
#     "C": list(np.logspace(-30, 10, 15)),
#     "gamma": ["scale"],
# }
#
# parameters_linear = {"C": [1, 10, 100, 1000, 2000]}

parameters = [
    {"C": list(np.logspace(-15, 15, 15)), "gamma": ["scale"], "kernel": ["rbf"]},
]