metadata

library_name: sklearn
tags:
  - sklearn
  - skops
  - tabular-classification
model_format: skops
model_file: rat_transcript_classifier.skops
widget:
  - structuredData:
      5p_exon_3p_dta:
        - 37621
        - 13298
        - 5
      5p_exon_dta:
        - 37166
        - 13525
        - 0
      5p_exon_overlap:
        - 0
        - 0
        - 0.957983193277311
      comparison:
        - >-
          URS00022B95F7_10116@4/162637088-162637354,162640058-162640917:+ vs
          URS00022B67D3_10116@4/162668173-162673270,162674254-162674975:-
        - >-
          URS00022B3BFE_10116@7/127326516-127327003,127328022-127328176,127334907-127334980,127341770-127341967:+
          vs
          URS00022B706E_10116@7/127326165-127326413,127335999-127337414,127340041-127340301:-
        - >-
          URS00022B4EAE_10116@1/53814578-53815897,53822454-53822548,53822635-53822754:-
          vs
          URS00022B680B_10116@1/53821369-53821902,53822454-53822548,53822635-53822749:-
      exons_overlapping:
        - 0
        - 0
        - 2
      label:
        - 0
        - 0
        - 1
      strand:
        - 0
        - 0
        - 1
      type_sim:
        - 1
        - 1
        - 1

Model description

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Intended uses & limitations

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Training Procedure

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Hyperparameters

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Hyperparameter	Value
bootstrap	True
ccp_alpha	0.0
class_weight
criterion	gini
max_depth
max_features	sqrt
max_leaf_nodes
max_samples
min_impurity_decrease	0.0
min_samples_leaf	1
min_samples_split	2
min_weight_fraction_leaf	0.0
monotonic_cst
n_estimators	100
n_jobs
oob_score	False
random_state	42
verbose	0
warm_start	False

Model Plot

RandomForestClassifier(random_state=42)

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Evaluation Results

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How to Get Started with the Model

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Model Card Authors

This model card is written by following authors:

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Model Card Contact

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Citation

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BibTeX:

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