neuronmimic-data / p1d_v3 /analysis /model_tuning.csv
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Add P1D regional-tree geometry, bilateral replay and retained negative results
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evaluation,model,gamma,C,validation_log_loss,n_iter
pair_grouped,M0_known_type,0.5,0.1,0.5838624621987887,12
pair_grouped,M0_known_type,0.5,1.0,0.5838619843603218,4
pair_grouped,M0_known_type,2.0,0.1,0.5838624621987887,12
pair_grouped,M0_known_type,2.0,1.0,0.5838619843603218,4
pair_grouped,M1_descriptor,0.5,0.1,0.5764896052427002,30
pair_grouped,M1_descriptor,0.5,1.0,0.5775806810471107,30
pair_grouped,M1_descriptor,2.0,0.1,0.5813378507282358,12
pair_grouped,M1_descriptor,2.0,1.0,0.5834648822113703,17
pair_grouped,M2_regional_arbor,0.5,0.1,0.5406494303254317,23
pair_grouped,M2_regional_arbor,0.5,1.0,0.5386550487133419,27
pair_grouped,M2_regional_arbor,2.0,0.1,0.5604393168066254,23
pair_grouped,M2_regional_arbor,2.0,1.0,0.5612939688154011,19
pair_grouped,M3_frozen18,0.5,0.1,0.5412223615568498,22
pair_grouped,M3_frozen18,0.5,1.0,0.5382682090654523,31
pair_grouped,M3_frozen18,2.0,0.1,0.5592483332225748,23
pair_grouped,M3_frozen18,2.0,1.0,0.5593956213440974,26
pair_grouped,M4_graph_embedding,0.5,0.1,0.547166932713182,22
pair_grouped,M4_graph_embedding,0.5,1.0,0.5477843848070431,38
pair_grouped,M4_graph_embedding,2.0,0.1,0.5646145831658869,13
pair_grouped,M4_graph_embedding,2.0,1.0,0.5669896571909933,22
cell_disjoint_geometry,M0_known_type,0.5,0.1,0.5865357601507517,8
cell_disjoint_geometry,M0_known_type,0.5,1.0,0.586535862754645,4
cell_disjoint_geometry,M0_known_type,2.0,0.1,0.5865357601507517,8
cell_disjoint_geometry,M0_known_type,2.0,1.0,0.586535862754645,4
cell_disjoint_geometry,M1_descriptor_no_graph_degree,0.5,0.1,0.581929956935709,21
cell_disjoint_geometry,M1_descriptor_no_graph_degree,0.5,1.0,0.5906831068142099,31
cell_disjoint_geometry,M1_descriptor_no_graph_degree,2.0,0.1,0.5877116485200949,18
cell_disjoint_geometry,M1_descriptor_no_graph_degree,2.0,1.0,0.595168719287897,18
cell_disjoint_geometry,M2_regional_arbor_no_graph_degree,0.5,0.1,0.5475622071506866,21
cell_disjoint_geometry,M2_regional_arbor_no_graph_degree,0.5,1.0,0.5441945210294338,27
cell_disjoint_geometry,M2_regional_arbor_no_graph_degree,2.0,0.1,0.5658509661298611,16
cell_disjoint_geometry,M2_regional_arbor_no_graph_degree,2.0,1.0,0.5672108679604605,25