Unnamed: 0,autoencoder_group_path,autoencoder_path,reconstruction_file,trainer_class,sae_class,eval_sae_n_inputs,eval_results_n_inputs,board_reconstruction_n_inputs,l0,l1_loss,l2_loss,frac_alive,frac_variance_explained,cossim,l2_ratio,loss_original,loss_reconstructed,loss_zero,frac_recovered,num_alive_features,board_to_piece_state_board_reconstruction_board_count,board_to_piece_state_num_squares,board_to_piece_state_best_idx,board_to_piece_state_zero_L0,board_to_piece_state_best_L0,board_to_piece_state_zero_f1_score_per_class,board_to_piece_state_best_f1_score_per_class,board_to_piece_state_last_f1_score_per_class,board_to_piece_state_zero_num_true_positive_squares,board_to_piece_state_best_num_true_positive_squares,board_to_piece_state_zero_num_false_positive_squares,board_to_piece_state_best_num_false_positive_squares,board_to_piece_state_zero_num_false_negative_squares,board_to_piece_state_best_num_false_negative_squares,board_to_piece_state_zero_multiple_classes,board_to_piece_state_best_multiple_classes,board_to_piece_state_zero_num_true_and_false_positive_squares,board_to_piece_state_best_num_true_and_false_positive_squares,board_to_piece_state_high_precision_counts_per_T,board_to_piece_state_high_precision_and_recall_counts_per_T,board_to_piece_masked_blank_state_board_reconstruction_board_count,board_to_piece_masked_blank_state_num_squares,board_to_piece_masked_blank_state_best_idx,board_to_piece_masked_blank_state_zero_L0,board_to_piece_masked_blank_state_best_L0,board_to_piece_masked_blank_state_zero_f1_score_per_class,board_to_piece_masked_blank_state_best_f1_score_per_class,board_to_piece_masked_blank_state_last_f1_score_per_class,board_to_piece_masked_blank_state_zero_num_true_positive_squares,board_to_piece_masked_blank_state_best_num_true_positive_squares,board_to_piece_masked_blank_state_zero_num_false_positive_squares,board_to_piece_masked_blank_state_best_num_false_positive_squares,board_to_piece_masked_blank_state_zero_num_false_negative_squares,board_to_piece_masked_blank_state_best_num_false_negative_squares,board_to_piece_masked_blank_state_zero_multiple_classes,board_to_piece_masked_blank_state_best_multiple_classes,board_to_piece_masked_blank_state_zero_num_true_and_false_positive_squares,board_to_piece_masked_blank_state_best_num_true_and_false_positive_squares,board_to_piece_masked_blank_state_high_precision_counts_per_T,board_to_piece_masked_blank_state_high_precision_and_recall_counts_per_T,board_to_piece_masked_blank_and_initial_state_board_reconstruction_board_count,board_to_piece_masked_blank_and_initial_state_num_squares,board_to_piece_masked_blank_and_initial_state_best_idx,board_to_piece_masked_blank_and_initial_state_zero_L0,board_to_piece_masked_blank_and_initial_state_best_L0,board_to_piece_masked_blank_and_initial_state_zero_f1_score_per_class,board_to_piece_masked_blank_and_initial_state_best_f1_score_per_class,board_to_piece_masked_blank_and_initial_state_last_f1_score_per_class,board_to_piece_masked_blank_and_initial_state_zero_num_true_positive_squares,board_to_piece_masked_blank_and_initial_state_best_num_true_positive_squares,board_to_piece_masked_blank_and_initial_state_zero_num_false_positive_squares,board_to_piece_masked_blank_and_initial_state_best_num_false_positive_squares,board_to_piece_masked_blank_and_initial_state_zero_num_false_negative_squares,board_to_piece_masked_blank_and_initial_state_best_num_false_negative_squares,board_to_piece_masked_blank_and_initial_state_zero_multiple_classes,board_to_piece_masked_blank_and_initial_state_best_multiple_classes,board_to_piece_masked_blank_and_initial_state_zero_num_true_and_false_positive_squares,board_to_piece_masked_blank_and_initial_state_best_num_true_and_false_positive_squares,board_to_piece_masked_blank_and_initial_state_high_precision_counts_per_T,board_to_piece_masked_blank_and_initial_state_high_precision_and_recall_counts_per_T,board_to_piece_color_state_board_reconstruction_board_count,board_to_piece_color_state_num_squares,board_to_piece_color_state_best_idx,board_to_piece_color_state_zero_L0,board_to_piece_color_state_best_L0,board_to_piece_color_state_zero_f1_score_per_class,board_to_piece_color_state_best_f1_score_per_class,board_to_piece_color_state_last_f1_score_per_class,board_to_piece_color_state_zero_num_true_positive_squares,board_to_piece_color_state_best_num_true_positive_squares,board_to_piece_color_state_zero_num_false_positive_squares,board_to_piece_color_state_best_num_false_positive_squares,board_to_piece_color_state_zero_num_false_negative_squares,board_to_piece_color_state_best_num_false_negative_squares,board_to_piece_color_state_zero_multiple_classes,board_to_piece_color_state_best_multiple_classes,board_to_piece_color_state_zero_num_true_and_false_positive_squares,board_to_piece_color_state_best_num_true_and_false_positive_squares,board_to_piece_color_state_high_precision_counts_per_T,board_to_piece_color_state_high_precision_and_recall_counts_per_T,board_to_pin_state_board_reconstruction_board_count,board_to_pin_state_num_squares,board_to_pin_state_best_idx,board_to_pin_state_zero_L0,board_to_pin_state_best_L0,board_to_pin_state_zero_f1_score_per_class,board_to_pin_state_best_f1_score_per_class,board_to_pin_state_last_f1_score_per_class,board_to_pin_state_zero_num_true_positive_squares,board_to_pin_state_best_num_true_positive_squares,board_to_pin_state_zero_num_false_positive_squares,board_to_pin_state_best_num_false_positive_squares,board_to_pin_state_zero_num_false_negative_squares,board_to_pin_state_best_num_false_negative_squares,board_to_pin_state_zero_multiple_classes,board_to_pin_state_best_multiple_classes,board_to_pin_state_zero_num_true_and_false_positive_squares,board_to_pin_state_best_num_true_and_false_positive_squares,board_to_pin_state_high_precision_counts_per_T,board_to_pin_state_high_precision_and_recall_counts_per_T,board_to_threat_state_board_reconstruction_board_count,board_to_threat_state_num_squares,board_to_threat_state_best_idx,board_to_threat_state_zero_L0,board_to_threat_state_best_L0,board_to_threat_state_zero_f1_score_per_class,board_to_threat_state_best_f1_score_per_class,board_to_threat_state_last_f1_score_per_class,board_to_threat_state_zero_num_true_positive_squares,board_to_threat_state_best_num_true_positive_squares,board_to_threat_state_zero_num_false_positive_squares,board_to_threat_state_best_num_false_positive_squares,board_to_threat_state_zero_num_false_negative_squares,board_to_threat_state_best_num_false_negative_squares,board_to_threat_state_zero_multiple_classes,board_to_threat_state_best_multiple_classes,board_to_threat_state_zero_num_true_and_false_positive_squares,board_to_threat_state_best_num_true_and_false_positive_squares,board_to_threat_state_high_precision_counts_per_T,board_to_threat_state_high_precision_and_recall_counts_per_T,board_to_check_state_board_reconstruction_board_count,board_to_check_state_num_squares,board_to_check_state_best_idx,board_to_check_state_zero_L0,board_to_check_state_best_L0,board_to_check_state_zero_f1_score_per_class,board_to_check_state_best_f1_score_per_class,board_to_check_state_last_f1_score_per_class,board_to_check_state_zero_num_true_positive_squares,board_to_check_state_best_num_true_positive_squares,board_to_check_state_zero_num_false_positive_squares,board_to_check_state_best_num_false_positive_squares,board_to_check_state_zero_num_false_negative_squares,board_to_check_state_best_num_false_negative_squares,board_to_check_state_zero_multiple_classes,board_to_check_state_best_multiple_classes,board_to_check_state_zero_num_true_and_false_positive_squares,board_to_check_state_best_num_true_and_false_positive_squares,board_to_check_state_high_precision_counts_per_T,board_to_check_state_high_precision_and_recall_counts_per_T,board_to_legal_moves_state_board_reconstruction_board_count,board_to_legal_moves_state_num_squares,board_to_legal_moves_state_best_idx,board_to_legal_moves_state_zero_L0,board_to_legal_moves_state_best_L0,board_to_legal_moves_state_zero_f1_score_per_class,board_to_legal_moves_state_best_f1_score_per_class,board_to_legal_moves_state_last_f1_score_per_class,board_to_legal_moves_state_zero_num_true_positive_squares,board_to_legal_moves_state_best_num_true_positive_squares,board_to_legal_moves_state_zero_num_false_positive_squares,board_to_legal_moves_state_best_num_false_positive_squares,board_to_legal_moves_state_zero_num_false_negative_squares,board_to_legal_moves_state_best_num_false_negative_squares,board_to_legal_moves_state_zero_multiple_classes,board_to_legal_moves_state_best_multiple_classes,board_to_legal_moves_state_zero_num_true_and_false_positive_squares,board_to_legal_moves_state_best_num_true_and_false_positive_squares,board_to_legal_moves_state_high_precision_counts_per_T,board_to_legal_moves_state_high_precision_and_recall_counts_per_T,board_to_specific_fork_board_reconstruction_board_count,board_to_specific_fork_num_squares,board_to_specific_fork_best_idx,board_to_specific_fork_zero_L0,board_to_specific_fork_best_L0,board_to_specific_fork_zero_f1_score_per_class,board_to_specific_fork_best_f1_score_per_class,board_to_specific_fork_last_f1_score_per_class,board_to_specific_fork_zero_num_true_positive_squares,board_to_specific_fork_best_num_true_positive_squares,board_to_specific_fork_zero_num_false_positive_squares,board_to_specific_fork_best_num_false_positive_squares,board_to_specific_fork_zero_num_false_negative_squares,board_to_specific_fork_best_num_false_negative_squares,board_to_specific_fork_zero_multiple_classes,board_to_specific_fork_best_multiple_classes,board_to_specific_fork_zero_num_true_and_false_positive_squares,board_to_specific_fork_best_num_true_and_false_positive_squares,board_to_specific_fork_high_precision_counts_per_T,board_to_specific_fork_high_precision_and_recall_counts_per_T,board_to_any_fork_board_reconstruction_board_count,board_to_any_fork_num_squares,board_to_any_fork_best_idx,board_to_any_fork_zero_L0,board_to_any_fork_best_L0,board_to_any_fork_zero_f1_score_per_class,board_to_any_fork_best_f1_score_per_class,board_to_any_fork_last_f1_score_per_class,board_to_any_fork_zero_num_true_positive_squares,board_to_any_fork_best_num_true_positive_squares,board_to_any_fork_zero_num_false_positive_squares,board_to_any_fork_best_num_false_positive_squares,board_to_any_fork_zero_num_false_negative_squares,board_to_any_fork_best_num_false_negative_squares,board_to_any_fork_zero_multiple_classes,board_to_any_fork_best_multiple_classes,board_to_any_fork_zero_num_true_and_false_positive_squares,board_to_any_fork_best_num_true_and_false_positive_squares,board_to_any_fork_high_precision_counts_per_T,board_to_any_fork_high_precision_and_recall_counts_per_T,board_to_has_castling_rights_board_reconstruction_board_count,board_to_has_castling_rights_num_squares,board_to_has_castling_rights_best_idx,board_to_has_castling_rights_zero_L0,board_to_has_castling_rights_best_L0,board_to_has_castling_rights_zero_f1_score_per_class,board_to_has_castling_rights_best_f1_score_per_class,board_to_has_castling_rights_last_f1_score_per_class,board_to_has_castling_rights_zero_num_true_positive_squares,board_to_has_castling_rights_best_num_true_positive_squares,board_to_has_castling_rights_zero_num_false_positive_squares,board_to_has_castling_rights_best_num_false_positive_squares,board_to_has_castling_rights_zero_num_false_negative_squares,board_to_has_castling_rights_best_num_false_negative_squares,board_to_has_castling_rights_zero_multiple_classes,board_to_has_castling_rights_best_multiple_classes,board_to_has_castling_rights_zero_num_true_and_false_positive_squares,board_to_has_castling_rights_best_num_true_and_false_positive_squares,board_to_has_castling_rights_high_precision_counts_per_T,board_to_has_castling_rights_high_precision_and_recall_counts_per_T,board_to_has_queenside_castling_rights_board_reconstruction_board_count,board_to_has_queenside_castling_rights_num_squares,board_to_has_queenside_castling_rights_best_idx,board_to_has_queenside_castling_rights_zero_L0,board_to_has_queenside_castling_rights_best_L0,board_to_has_queenside_castling_rights_zero_f1_score_per_class,board_to_has_queenside_castling_rights_best_f1_score_per_class,board_to_has_queenside_castling_rights_last_f1_score_per_class,board_to_has_queenside_castling_rights_zero_num_true_positive_squares,board_to_has_queenside_castling_rights_best_num_true_positive_squares,board_to_has_queenside_castling_rights_zero_num_false_positive_squares,board_to_has_queenside_castling_rights_best_num_false_positive_squares,board_to_has_queenside_castling_rights_zero_num_false_negative_squares,board_to_has_queenside_castling_rights_best_num_false_negative_squares,board_to_has_queenside_castling_rights_zero_multiple_classes,board_to_has_queenside_castling_rights_best_multiple_classes,board_to_has_queenside_castling_rights_zero_num_true_and_false_positive_squares,board_to_has_queenside_castling_rights_best_num_true_and_false_positive_squares,board_to_has_queenside_castling_rights_high_precision_counts_per_T,board_to_has_queenside_castling_rights_high_precision_and_recall_counts_per_T,board_to_has_kingside_castling_rights_board_reconstruction_board_count,board_to_has_kingside_castling_rights_num_squares,board_to_has_kingside_castling_rights_best_idx,board_to_has_kingside_castling_rights_zero_L0,board_to_has_kingside_castling_rights_best_L0,board_to_has_kingside_castling_rights_zero_f1_score_per_class,board_to_has_kingside_castling_rights_best_f1_score_per_class,board_to_has_kingside_castling_rights_last_f1_score_per_class,board_to_has_kingside_castling_rights_zero_num_true_positive_squares,board_to_has_kingside_castling_rights_best_num_true_positive_squares,board_to_has_kingside_castling_rights_zero_num_false_positive_squares,board_to_has_kingside_castling_rights_best_num_false_positive_squares,board_to_has_kingside_castling_rights_zero_num_false_negative_squares,board_to_has_kingside_castling_rights_best_num_false_negative_squares,board_to_has_kingside_castling_rights_zero_multiple_classes,board_to_has_kingside_castling_rights_best_multiple_classes,board_to_has_kingside_castling_rights_zero_num_true_and_false_positive_squares,board_to_has_kingside_castling_rights_best_num_true_and_false_positive_squares,board_to_has_kingside_castling_rights_high_precision_counts_per_T,board_to_has_kingside_castling_rights_high_precision_and_recall_counts_per_T,board_to_has_legal_en_passant_board_reconstruction_board_count,board_to_has_legal_en_passant_num_squares,board_to_has_legal_en_passant_best_idx,board_to_has_legal_en_passant_zero_L0,board_to_has_legal_en_passant_best_L0,board_to_has_legal_en_passant_zero_f1_score_per_class,board_to_has_legal_en_passant_best_f1_score_per_class,board_to_has_legal_en_passant_last_f1_score_per_class,board_to_has_legal_en_passant_zero_num_true_positive_squares,board_to_has_legal_en_passant_best_num_true_positive_squares,board_to_has_legal_en_passant_zero_num_false_positive_squares,board_to_has_legal_en_passant_best_num_false_positive_squares,board_to_has_legal_en_passant_zero_num_false_negative_squares,board_to_has_legal_en_passant_best_num_false_negative_squares,board_to_has_legal_en_passant_zero_multiple_classes,board_to_has_legal_en_passant_best_multiple_classes,board_to_has_legal_en_passant_zero_num_true_and_false_positive_squares,board_to_has_legal_en_passant_best_num_true_and_false_positive_squares,board_to_has_legal_en_passant_high_precision_counts_per_T,board_to_has_legal_en_passant_high_precision_and_recall_counts_per_T,board_to_pseudo_legal_moves_state_board_reconstruction_board_count,board_to_pseudo_legal_moves_state_num_squares,board_to_pseudo_legal_moves_state_best_idx,board_to_pseudo_legal_moves_state_zero_L0,board_to_pseudo_legal_moves_state_best_L0,board_to_pseudo_legal_moves_state_zero_f1_score_per_class,board_to_pseudo_legal_moves_state_best_f1_score_per_class,board_to_pseudo_legal_moves_state_last_f1_score_per_class,board_to_pseudo_legal_moves_state_zero_num_true_positive_squares,board_to_pseudo_legal_moves_state_best_num_true_positive_squares,board_to_pseudo_legal_moves_state_zero_num_false_positive_squares,board_to_pseudo_legal_moves_state_best_num_false_positive_squares,board_to_pseudo_legal_moves_state_zero_num_false_negative_squares,board_to_pseudo_legal_moves_state_best_num_false_negative_squares,board_to_pseudo_legal_moves_state_zero_multiple_classes,board_to_pseudo_legal_moves_state_best_multiple_classes,board_to_pseudo_legal_moves_state_zero_num_true_and_false_positive_squares,board_to_pseudo_legal_moves_state_best_num_true_and_false_positive_squares,board_to_pseudo_legal_moves_state_high_precision_counts_per_T,board_to_pseudo_legal_moves_state_high_precision_and_recall_counts_per_T,board_to_can_claim_draw_board_reconstruction_board_count,board_to_can_claim_draw_num_squares,board_to_can_claim_draw_best_idx,board_to_can_claim_draw_zero_L0,board_to_can_claim_draw_best_L0,board_to_can_claim_draw_zero_f1_score_per_class,board_to_can_claim_draw_best_f1_score_per_class,board_to_can_claim_draw_last_f1_score_per_class,board_to_can_claim_draw_zero_num_true_positive_squares,board_to_can_claim_draw_best_num_true_positive_squares,board_to_can_claim_draw_zero_num_false_positive_squares,board_to_can_claim_draw_best_num_false_positive_squares,board_to_can_claim_draw_zero_num_false_negative_squares,board_to_can_claim_draw_best_num_false_negative_squares,board_to_can_claim_draw_zero_multiple_classes,board_to_can_claim_draw_best_multiple_classes,board_to_can_claim_draw_zero_num_true_and_false_positive_squares,board_to_can_claim_draw_best_num_true_and_false_positive_squares,board_to_can_claim_draw_high_precision_counts_per_T,board_to_can_claim_draw_high_precision_and_recall_counts_per_T,board_to_can_check_next_board_reconstruction_board_count,board_to_can_check_next_num_squares,board_to_can_check_next_best_idx,board_to_can_check_next_zero_L0,board_to_can_check_next_best_L0,board_to_can_check_next_zero_f1_score_per_class,board_to_can_check_next_best_f1_score_per_class,board_to_can_check_next_last_f1_score_per_class,board_to_can_check_next_zero_num_true_positive_squares,board_to_can_check_next_best_num_true_positive_squares,board_to_can_check_next_zero_num_false_positive_squares,board_to_can_check_next_best_num_false_positive_squares,board_to_can_check_next_zero_num_false_negative_squares,board_to_can_check_next_best_num_false_negative_squares,board_to_can_check_next_zero_multiple_classes,board_to_can_check_next_best_multiple_classes,board_to_can_check_next_zero_num_true_and_false_positive_squares,board_to_can_check_next_best_num_true_and_false_positive_squares,board_to_can_check_next_high_precision_counts_per_T,board_to_can_check_next_high_precision_and_recall_counts_per_T,board_to_has_bishop_pair_board_reconstruction_board_count,board_to_has_bishop_pair_num_squares,board_to_has_bishop_pair_best_idx,board_to_has_bishop_pair_zero_L0,board_to_has_bishop_pair_best_L0,board_to_has_bishop_pair_zero_f1_score_per_class,board_to_has_bishop_pair_best_f1_score_per_class,board_to_has_bishop_pair_last_f1_score_per_class,board_to_has_bishop_pair_zero_num_true_positive_squares,board_to_has_bishop_pair_best_num_true_positive_squares,board_to_has_bishop_pair_zero_num_false_positive_squares,board_to_has_bishop_pair_best_num_false_positive_squares,board_to_has_bishop_pair_zero_num_false_negative_squares,board_to_has_bishop_pair_best_num_false_negative_squares,board_to_has_bishop_pair_zero_multiple_classes,board_to_has_bishop_pair_best_multiple_classes,board_to_has_bishop_pair_zero_num_true_and_false_positive_squares,board_to_has_bishop_pair_best_num_true_and_false_positive_squares,board_to_has_bishop_pair_high_precision_counts_per_T,board_to_has_bishop_pair_high_precision_and_recall_counts_per_T,board_to_has_mate_threat_board_reconstruction_board_count,board_to_has_mate_threat_num_squares,board_to_has_mate_threat_best_idx,board_to_has_mate_threat_zero_L0,board_to_has_mate_threat_best_L0,board_to_has_mate_threat_zero_f1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