, max_no_of_steps = 30
, no_of_steps_interval = 5
, min_window_size = 5
, max_window_size = 20
, window_size_interval = 5
, interpolation_method = 'linear'
, train_start = '2009-01-01'
, train_end = '2009-12-31'
, valid_start = '2010-01-01'
, valid_end = '2010-12-31'
, test_start = '2011-01-01'
, test_end = '2011-12-31'
, dimensions = 3
, model_name = 'RBF SVM')
models_processor.delete_table(sql_string = 'delete [DBHKUDissertation].[dbo].[GridSearchResult]')
models_processor.to_sql(table_name = 'GridSearchResult', if_exists = 'replace')
#models_processor.plot_grid_search(is_saved = 0, save_path = r"C:\Users\Kelvin\CloudStation\MSC COMPUTER SCIENCE\Dissertation\CODE\Dissertation\Dissertation\GridSearchImage")
models_processor.plot_grid_search(is_saved = 0, save_path = r"C:\Users\Kelvi\CloudStation\MSC COMPUTER SCIENCE\Dissertation\CODE\Dissertation\Dissertation\GridSearchImage")
models_processor.delete_table(sql_string = 'delete [DBHKUDissertation].[dbo].[GridSearchResult]')
