=== N7 Analysis ===
Sample ID: HCC1395_tumor_vs_HCC1395_BL

Validating inputs...
Classification model provided: tso_fit_cla.v02.rds
All inputs validated successfully.

Loading required packages...
Warning: Your system is mis-configured: '/var/db/timezone/localtime' is not a symlink
Warning: '/var/db/timezone/localtime' is not identical to any known timezone file
Warning message:
Failed to locate timezone database 
Packages loaded.

Output files will be written to:
  cn_features: ./HCC1395_tumor_vs_HCC1395_BL.cn_features.csv
  sbs_features: ./HCC1395_tumor_vs_HCC1395_BL.sbs_features.csv
  indel_features: ./HCC1395_tumor_vs_HCC1395_BL.indel_features.csv
  signature_exposures: ./HCC1395_tumor_vs_HCC1395_BL.signature_exposures.csv
  classification: ./HCC1395_tumor_vs_HCC1395_BL.classification.csv

Starting analysis...
Loading input data...
  Loading CNV segments from FACETS...
    Loaded 4 segments
    WARNING: CN segment count (4) below minimum threshold (10)
  Loading somatic SNVs from VCF...
Any neighbouring SNVs will be merged into DBS/MBS variants.
Set the 'predefined_dbs_mbs' to 'TRUE' if you don't want this.
    Loaded 8 PASS SNVs
    WARNING: SNV count (8) below minimum threshold (10)
  Loading somatic INDELs from VCF...
    Loaded 1 PASS INDELs
    WARNING: INDEL count (1) below minimum threshold (10)
  Loading signature definitions...
    CN signatures: 26 signatures, 48 features
    SBS signatures: 97 signatures, 96 features
    INDEL signatures: 25 signatures, 83 features
  Loading classification model...
    Model loaded: list

All input data loaded successfully.

Generating feature matrices...
  Building CN feature matrix...
    CN count below threshold. Generating empty feature matrix.
    CN matrix: 48 features x 1 samples
    Total segments classified: 0

Feature matrices generated successfully.

  Building SBS mutation matrix...
    SBS count below threshold. Generating empty feature matrix.
    SBS matrix: 96 contexts x 1 samples
    Total SNVs in matrix: 0
  Building INDEL context matrix...
    INDEL count below threshold. Generating empty feature matrix.
    INDEL matrix: 83 contexts x 1 samples
    Total INDELs in matrix: 0
Fitting signatures to feature matrices...
  Fitting CN signatures... (total counts: 0)
    WARNING: CN count (0) below minimum threshold (10). Reporting zero exposures.
    Fitted 26 CN signatures
  Fitting SBS signatures... (total counts: 0)
    WARNING: SBS count (0) below minimum threshold (10). Reporting zero exposures.
    Fitted 97 SBS signatures
  Fitting INDEL signatures... (total counts: 0)
    WARNING: INDEL count (0) below minimum threshold (10). Reporting zero exposures.
    Fitted 25 INDEL signatures

Signature fitting complete.
  Total signatures fitted: 148

Calculating cosine similarities with signatures...
  Calculating CN signature similarities...
    WARNING: CN count below threshold. Reporting 0 similarities.
    Compared against 26 CN signatures
  Calculating SBS signature similarities...
    WARNING: SBS count below threshold. Reporting 0 similarities.
    Compared against 97 SBS signatures
  Calculating INDEL signature similarities...
    WARNING: INDEL count below threshold. Reporting 0 similarities.
    Compared against 25 INDEL signatures

Cosine similarity calculations complete.

Combining exposures and similarities...
  Combined 148 signature results

Applying classification model...
  NOTE: All signature exposures are zero - classification based on zero features
  Prediction: 1
  Prediction stability: 100%
  Probability (0): 0.1011
  Probability (1): 0.8989

Writing output files...
  Writing feature matrices...
    Wrote: ./HCC1395_tumor_vs_HCC1395_BL.sbs_features.csv
    Wrote: ./HCC1395_tumor_vs_HCC1395_BL.indel_features.csv
    Wrote: ./HCC1395_tumor_vs_HCC1395_BL.cn_features.csv
  Writing signature exposures...
    Wrote: ./HCC1395_tumor_vs_HCC1395_BL.signature_exposures.csv
  Writing classification results...
    Wrote: ./HCC1395_tumor_vs_HCC1395_BL.classification.csv

=== Analysis Complete ===
Output directory: .