added my_data4 after outputting merged_df3 for pnca to test the ml models
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11 changed files with 5918 additions and 377 deletions
107
ml_data/colnames_order.csv
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107
ml_data/colnames_order.csv
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mutationinformation
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lineage_labels
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ligand_id
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wild_type
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wild_pos
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position
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mutant_type
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pyrazinamide
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drtype
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mutation_info_labels
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wt_prop_water
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mut_prop_water
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wt_prop_polarity
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mut_prop_polarity
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wt_calcprop
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mut_calcprop
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ligand_distance
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ligand_affinity_change
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duet_stability_change
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ddg_foldx
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deepddg
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ddg_dynamut2
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snap2_score
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snap2_accuracy_pc
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consurf_score
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consurf_colour
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consurf_colour_rev
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asa
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rsa
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ss_class
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kd_values
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rd_values
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af
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or_mychisq
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or_logistic
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or_fisher
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est_chisq
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contacts
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electro_rr
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electro_mm
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electro_sm
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electro_ss
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disulfide_rr
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disulfide_mm
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disulfide_sm
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disulfide_ss
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hbonds_rr
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hbonds_mm
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hbonds_sm
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hbonds_ss
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partcov_rr
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partcov_mm
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partcov_sm
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partcov_ss
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vdwclashes_rr
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vdwclashes_mm
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vdwclashes_sm
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vdwclashes_ss
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volumetric_rr
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volumetric_mm
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volumetric_sm
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volumetric_ss
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affinity_scaled
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duet_scaled
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foldx_scaled
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deepddg_scaled
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ddg_dynamut2_scaled
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snap2_scaled
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consurf_scaled
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ligand_outcome
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duet_outcome
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foldx_outcome
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deepddg_outcome
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ddg_dynamut2_outcome
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snap2_outcome
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consurf_ci_upper
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consurf_ci_lower
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consurf_ci_colour
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consurf_msa_data
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consurf_aa_variety
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beta_logistic
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pval_logistic
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se_logistic
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zval_logistic
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ci_low_logistic
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ci_hi_logistic
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log10_or_mychisq
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pval_fisher
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neglog_pval_fisher
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ci_low_fisher
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ci_hi_fisher
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pval_chisq
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lineage
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mutation_info
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mut_3upper
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seq_offset4pdb
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id
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sample
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sublineage
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country_code
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geographic_source
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mutation
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chain
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ss
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wt_3upper
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wild_chain_pos
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pdb_file
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