{
 "control_mean": {
  "mse": 0.004377083815634194,
  "mae": 0.036321573182940436,
  "pearson_delta": 0.22549717240035533,
  "discrimination_score_l1": 0.5147999999999999,
  "discrimination_score_l2": 0.5556,
  "discrimination_score_cosine": 0.5508000000000001,
  "overlap_at_N": 0.013799764247080524,
  "de_direction_match": 0.7162134438834674,
  "de_spearman_lfc_sig": 0.5942082976828756,
  "de_sig_genes_recall": 0.41789734638411213,
  "pr_auc": 0.02654168364485246,
  "roc_auc": 0.4137177713754367,
  "pearson_delta_sd": 0.05842278541334883,
  "n_perts": 50
 },
 "train_mean": {
  "mse": 0.004311423618346408,
  "mae": 0.036577864959835955,
  "pearson_delta": 0.2477005671709776,
  "discrimination_score_l1": 0.5152,
  "discrimination_score_l2": 0.5635999999999999,
  "discrimination_score_cosine": 0.5284,
  "overlap_at_N": 0.013815115992554486,
  "de_direction_match": 0.7677788885582152,
  "de_spearman_lfc_sig": 0.6738339925424017,
  "de_sig_genes_recall": 0.5546728181458839,
  "pr_auc": 0.02664563066658507,
  "roc_auc": 0.4275209245801102,
  "pearson_delta_sd": 0.08748476372944185,
  "n_perts": 50
 },
 "linear_K10": {
  "mse": 0.005250813730526673,
  "mae": 0.041062856018543197,
  "pearson_delta": 0.15920628514606505,
  "discrimination_score_l1": 0.5152,
  "discrimination_score_l2": 0.5588,
  "discrimination_score_cosine": 0.4864,
  "overlap_at_N": 0.020015239477538523,
  "de_direction_match": 0.6835002531150489,
  "de_spearman_lfc_sig": 0.5200936130328688,
  "de_sig_genes_recall": 0.5816557020522747,
  "pr_auc": 0.028643317959076833,
  "roc_auc": 0.4756497770057924,
  "pearson_delta_sd": 0.1006666975889351,
  "n_perts": 50
 },
 "linear_K50": {
  "mse": 0.006542293706443115,
  "mae": 0.04575540587306018,
  "pearson_delta": 0.1319242061860859,
  "discrimination_score_l1": 0.508,
  "discrimination_score_l2": 0.5468,
  "discrimination_score_cosine": 0.502,
  "overlap_at_N": 0.02130124268872275,
  "de_direction_match": 0.6733816642617108,
  "de_spearman_lfc_sig": 0.48147500567050094,
  "de_sig_genes_recall": 0.6279896825082105,
  "pr_auc": 0.030221816657493333,
  "roc_auc": 0.47935703550045133,
  "pearson_delta_sd": 0.1024982344206395,
  "n_perts": 50
 },
 "linear_K10_shuffled": {
  "mse": 0.005226351069286408,
  "mae": 0.04077877871692176,
  "pearson_delta": 0.16394845984876152,
  "discrimination_score_l1": 0.54,
  "discrimination_score_l2": 0.5784,
  "discrimination_score_cosine": 0.5308,
  "overlap_at_N": 0.020761273583241494,
  "de_direction_match": 0.6828547373871323,
  "de_spearman_lfc_sig": 0.5275683642620929,
  "de_sig_genes_recall": 0.5592556029417751,
  "pr_auc": 0.028965496540251517,
  "roc_auc": 0.46565788168998823,
  "pearson_delta_sd": 0.10552760707654356,
  "n_perts": 50
 },
 "train_mean_overwrite": {
  "mse": 0.004180923807434686,
  "mae": 0.03650440074503417,
  "pearson_delta": 0.3190507647395134,
  "discrimination_score_l1": 0.5152,
  "discrimination_score_l2": 0.5635999999999999,
  "discrimination_score_cosine": 0.5284,
  "overlap_at_N": 0.013128075281824879,
  "de_direction_match": 0.7946582839622378,
  "de_spearman_lfc_sig": 0.7071862847711333,
  "de_sig_genes_recall": 0.5952108264700144,
  "pr_auc": 0.026703179233301413,
  "roc_auc": 0.45469596737246887,
  "pearson_delta_sd": 0.07995872530987795,
  "n_perts": 50
 }
}