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# Features params
FEATURE_PARAMS = 'feature_params'
FEATURE_SET = 'feature_set'
def bpic_feature_values():
data_dict = {
"n_traces": [226.0, 251734.0],
"n_variants": [6.0, 28457.0],
"ratio_variants_per_number_of_traces": [0.0, 1.0],
"trace_len_min": [1.0, 24.0],
"trace_len_max": [1.0, 2973.0],
"trace_len_mean": [1.0, 131.49],
"trace_len_median": [1.0, 55.0],
"trace_len_mode": [1.0, 61.0],
"trace_len_std": [0.0, 202.53],
"trace_len_variance": [0.0, 41017.89],
"trace_len_q1": [1.0, 44.0],
"trace_len_q3": [1.0, 169.0],
"trace_len_iqr": [0.0, 161.0],
"trace_len_geometric_mean": [1.0, 53.78],
"trace_len_geometric_std": [1.0, 5.65],
"trace_len_harmonic_mean": [1.0, 51.65],
"trace_len_skewness": [-0.58, 111.97],
"trace_len_kurtosis": [-0.97, 14006.75],
"trace_len_coefficient_variation": [0.0, 4.74],
"trace_len_entropy": [5.33, 12.04],
"trace_len_hist1": [0.0, 1.99],
"trace_len_hist2": [0.0, 0.42],
"trace_len_hist3": [0.0, 0.4],
"trace_len_hist4": [0.0, 0.19],
"trace_len_hist5": [0.0, 0.14],
"trace_len_hist6": [0.0, 10.0],
"trace_len_hist7": [0.0, 0.02],
"trace_len_hist8": [0.0, 0.04],
"trace_len_hist9": [0.0, 0.0],
"trace_len_hist10": [0.0, 2.7],
"trace_len_skewness_hist": [-0.58, 111.97],
"trace_len_kurtosis_hist": [-0.97, 14006.75],
"ratio_most_common_variant": [0.0, 0.79],
"ratio_top_1_variants": [0.0, 0.87],
"ratio_top_5_variants": [0.0, 0.98],
"ratio_top_10_variants": [0.0, 0.99],
"ratio_top_20_variants": [0.2, 1.0],
"ratio_top_50_variants": [0.5, 1.0],
"ratio_top_75_variants": [0.75, 1.0],
"mean_variant_occurrence": [1.0, 24500.67],
"std_variant_occurrence": [0.04, 42344.04],
"skewness_variant_occurrence": [1.54, 64.77],
"kurtosis_variant_occurrence": [0.66, 5083.46],
"n_unique_activities": [1.0, 1152.0],
"activities_min": [1.0, 66058.0],
"activities_max": [34.0, 466141.0],
"activities_mean": [4.13, 66058.0],
"activities_median": [2.0, 66058.0],
"activities_std": [0.0, 120522.25],
"activities_variance": [0.0, 14525612122.34],
"activities_q1": [1.0, 66058.0],
"activities_q3": [4.0, 79860.0],
"activities_iqr": [0.0, 77290.0],
"activities_skewness": [-0.06, 15.21],
"activities_kurtosis": [-1.5, 315.84],
"n_unique_start_activities": [1.0, 809.0],
"start_activities_min": [1.0, 150370.0],
"start_activities_max": [27.0, 199867.0],
"start_activities_mean": [3.7, 150370.0],
"start_activities_median": [1.0, 150370.0],
"start_activities_std": [0.0, 65387.49],
"start_activities_variance": [0.0, 4275524278.19],
"start_activities_q1": [1.0, 150370.0],
"start_activities_q3": [4.0, 150370.0],
"start_activities_iqr": [0.0, 23387.25],
"start_activities_skewness": [0.0, 9.3],
"start_activities_kurtosis": [-2.0, 101.82],
"n_unique_end_activities": [1.0, 757.0],
"end_activities_min": [1.0, 16653.0],
"end_activities_max": [28.0, 181328.0],
"end_activities_mean": [3.53, 24500.67],
"end_activities_median": [1.0, 16653.0],
"end_activities_std": [0.0, 42344.04],
"end_activities_variance": [0.0, 1793017566.89],
"end_activities_q1": [1.0, 16653.0],
"end_activities_q3": [3.0, 39876.0],
"end_activities_iqr": [0.0, 39766.0],
"end_activities_skewness": [-0.7, 13.82],
"end_activities_kurtosis": [-2.0, 255.39],
"eventropy_trace": [0.0, 13.36],
"eventropy_prefix": [0.0, 16.77],
"eventropy_global_block": [0.0, 24.71],
"eventropy_lempel_ziv": [0.0, 685.0],
"eventropy_k_block_diff_1": [-328.0, 962.0],
"eventropy_k_block_diff_3": [0.0, 871.0],
"eventropy_k_block_diff_5": [0.0, 881.0],
"eventropy_k_block_ratio_1": [0.0, 935.0],
"eventropy_k_block_ratio_3": [0.0, 7.11],
"eventropy_k_block_ratio_5": [0.0, 7.11],
"eventropy_knn_3": [0.0, 8.93],
"eventropy_knn_5": [0.0, 648.0],
"eventropy_knn_7": [0.0, 618.0],
"epa_variant_entropy": [0.0, 11563842.15],
"epa_normalized_variant_entropy": [0.0, 0.9],
"epa_sequence_entropy": [0.0, 21146257.12],
"epa_normalized_sequence_entropy": [0.0, 0.76],
"epa_sequence_entropy_linear_forgetting": [0.0, 14140225.9],
"epa_normalized_sequence_entropy_linear_forgetting": [0.0, 0.42],
"epa_sequence_entropy_exponential_forgetting": [0.0, 15576076.83],
"epa_normalized_sequence_entropy_exponential_forgetting": [0.0, 0.51]
}
return data_dict
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