ID | Model Name | Features | Base Model Name | Valid Set Perform | Perform In 1w | Training Status | Use data IDs | Current Model | |
---|---|---|---|---|---|---|---|---|---|
1 | RFC_4432_1660546094 |
["_100X_Coverage_pct", "MODERATE_impact_INDEL", "SNP_in_dbSNP", "chr1_AveDepth_X", "TotalBases_Gb", "SV_Whamg_Number", "SNP_in_gnomAD_exomes", "chr21_AveDepth_X", "Heterozygous_SNP", "Read1_G_pct", "Het_Hom", "INDEL_Number", "HIGH_impact_INDEL", "SV_xTea_Number", "_1X_Coverage_pct", "SV_lumpy_Number", "Clean_data_Raw_data_pct", "CNV_CNVnator_DUP_Length", "Novel_SNP", "Homozygous_SNP", "_20X_Coverage_pct", "SV_manta_Anno_Number", "INDEL_in_TOPMed", "chr18_AveDepth_X", "chr8_AveDepth_X", "LOW_impact_INDEL", "_80X_Coverage_pct", "MODIFIER_impact_INDEL", "chrX_AveDepth_X", "Read2_G_pct", "Sd_Depth_Norm_Distribution", "SV_lumpy_Anno_Number", "Read2_T_pct", "SV_delly_Anno_Number", "chr11_AveDepth_X", "Read1_Q30_pct", "SNP_in_1KGP3", "MODERATE_impact_SNP", "INDEL_in_dbSNP", "SV_manta_Number", "chr10_AveDepth_X", "chr22_AveDepth_X", "Novel_INDEL", "Read1_T_pct", "Sd_Autosome_Depth", "CNV_CNVnator_Number", "_50X_Coverage_pct", "LOW_impact_SNP", "Read1_Q20_pct", "SV_MELT_Number", "chr13_AveDepth_X", "chr5_AveDepth_X", "chr4_AveDepth_X", "chr14_AveDepth_X", "_10X_Coverage_pct", "Read2BaseDiversity_GC_pct", "Read2_C_pct", "HIGH_impact_SNP", "SNP_in_gnomAD_genomes", "SNP_in_ChinaMAP", "GC_pct", "INDEL_in_ChinaMAP", "Read2_Q30_pct", "Read2BaseDiversity_AT_pct", "UniqueRate_pct", "chr7_AveDepth_X", "Read1BaseDiversity_AT_pct", "MappingRate_pct", "chr19_AveDepth_X", "SdCoverage", "_40X_Coverage_pct", "Max_N_content_pct", "_5X_Coverage_pct", "AveDepth_X", "SV_xTea_Anno_Number", "Read1_C_pct", "AveInsertSize", "chr12_AveDepth_X", "INDEL_in_1KGP3", "chr17_AveDepth_X", "Homozygous_INDEL", "_60X_Coverage_pct", "_70X_Coverage_pct", "CNV_CNVnator_Anno_Number", "CNV_CNVnator_DEL_Length", "chr16_AveDepth_X", "contamination_pct", "Read2_A_pct", "SV_MELT_Anno_Number", "SdInsertSize", "chr2_AveDepth_X", "Range_Autosome_Depth_X", "SNP_in_TOPMed", "Read1_A_pct", "chr6_AveDepth_X", "Read2_Q20_pct", "INDEL_in_gnomAD_genomes", "Read1BaseDiversity_GC_pct", "_90X_Coverage_pct", "chr3_AveDepth_X", "_30X_Coverage_pct", "SNP_Number", "chrM_AveDepth_X", "INDEL_in_gnomAD_exomes", "DuplicateRate_pct", "Heterozygous_INDEL", "SV_Whamg_Anno_Number", "Ti_Tv", "TotalReads_Mb", "SV_delly_Number", "chr9_AveDepth_X", "chr15_AveDepth_X", "MODIFIER_impact_SNP", "chrY_AveDepth_X", "MismatchRate_pct", "chr20_AveDepth_X"] |
RFC |
0.9929/0.9857/0.9891/0.9892 |
Done |
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|||
2 | SVC_4432_1660564327 |
["Clean_data_Raw_data_pct", "UniqueRate_pct", "Read2_Q20_pct", "Max_N_content_pct", "Read1_Q30_pct", "SdInsertSize", "Het_Hom", "Read1_A_pct", "Read1_G_pct", "Read2BaseDiversity_GC_pct", "AveInsertSize", "Read1_T_pct", "MappingRate_pct", "contamination_pct", "Ti_Tv", "TotalReads_Mb", "Read2_T_pct", "Read2BaseDiversity_AT_pct", "Read1BaseDiversity_GC_pct", "TotalBases_Gb", "Read2_G_pct", "DuplicateRate_pct", "GC_pct", "Read2_A_pct", "Read1_C_pct", "MismatchRate_pct", "Read1BaseDiversity_AT_pct", "Read2_C_pct", "Read1_Q20_pct", "Read2_Q30_pct"] |
SVC |
0.9923/0.9914/0.9917/0.9917 |
Done |
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|||
4 | RFC_4432_1670913505 |
["Clean_data_Raw_data_pct", "UniqueRate_pct", "Read2_Q20_pct", "Read1_Q30_pct", "SdInsertSize", "AveInsertSize", "TotalReads_Mb", "TotalBases_Gb", "DuplicateRate_pct", "GC_pct", "Read1_Q20_pct", "Read2_Q30_pct", "Sd_Autosome_Depth", "SdCoverage", "Range_Autosome_Depth_X", "Heterozygous_SNP", "Novel_SNP", "Homozygous_SNP", "Novel_INDEL", "Homozygous_INDEL", "Heterozygous_INDEL"] |
RFC |
0.9854/0.9816/0.9831/0.9832 |
Done |
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|||
5 | RFC_4432_1678773255 |
["Clean_data_Raw_data_pct", "UniqueRate_pct", "Read2_Q20_pct", "Max_N_content_pct", "Read1_Q30_pct", "SdInsertSize", "Het_Hom", "Read1_A_pct", "Read1_G_pct", "Read2BaseDiversity_GC_pct", "AveInsertSize", "Read1_T_pct", "MappingRate_pct", "contamination_pct", "Ti_Tv", "TotalReads_Mb", "Read2_T_pct", "Read2BaseDiversity_AT_pct", "Read1BaseDiversity_GC_pct", "TotalBases_Gb", "Read2_G_pct", "DuplicateRate_pct", "GC_pct", "Read2_A_pct", "Read1_C_pct", "MismatchRate_pct", "Read1BaseDiversity_AT_pct", "Read2_C_pct", "Read1_Q20_pct", "Read2_Q30_pct", "_100X_Coverage_pct", "chr1_AveDepth_X", "chr21_AveDepth_X", "_1X_Coverage_pct", "_20X_Coverage_pct", "chr18_AveDepth_X", "chr8_AveDepth_X", "_80X_Coverage_pct", "chrX_AveDepth_X", "Sd_Depth_Norm_Distribution", "chr11_AveDepth_X", "chr10_AveDepth_X", "chr22_AveDepth_X", "Sd_Autosome_Depth", "_50X_Coverage_pct", "chr13_AveDepth_X", "chr5_AveDepth_X", "chr4_AveDepth_X", "chr14_AveDepth_X", "_10X_Coverage_pct", "chr7_AveDepth_X", "chr19_AveDepth_X", "SdCoverage", "_40X_Coverage_pct", "_5X_Coverage_pct", "AveDepth_X", "chr12_AveDepth_X", "chr17_AveDepth_X", "_60X_Coverage_pct", "_70X_Coverage_pct", "chr16_AveDepth_X", "chr2_AveDepth_X", "Range_Autosome_Depth_X", "chr6_AveDepth_X", "_90X_Coverage_pct", "chr3_AveDepth_X", "_30X_Coverage_pct", "chrM_AveDepth_X", "chr9_AveDepth_X", "chr15_AveDepth_X", "chrY_AveDepth_X", "chr20_AveDepth_X"] |
RFC |
0.9947/0.9842/0.9893/0.9894 |
Done |
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