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scio 1.1.0 documentation

  • User Guide
  • API References
  • References
  • Citing scio
  • Contributors ✨
  • GitHub
  • PyPI
  • User Guide
  • API References
  • References
  • Citing scio
  • Contributors ✨
  • GitHub
  • PyPI

Section Navigation

API References

  • Recorder
    • Recorder
  • Scores
    • BaseScore
    • Classification
      • BaseScoreClassif
      • TemplateClassif
      • BaselineClassif
      • DeepMahalanobis
      • DkNN
      • Energy
      • FeatureSqueezing
      • GradNorm
      • Gram
      • IsoMax
      • JointEnergy
      • JTLA
      • KNN
      • LID
      • Logit
      • Odds
      • ODIN
      • ReAct
      • RelativeMahalanobis
      • Softmax
      • Trust
  • Visualization & Evaluation
    • Classification
      • ROC
      • BaseDiscriminativePower
      • AUC
      • MCC
      • TNR
      • TPR
      • compute_confidence
      • fit_scores
      • histogram_oods
      • roc_scores
      • summary_plot
      • compute_metrics
      • summary_table
      • topk_evals
      • summary
  • Miscellaneous
    • scio enums
      • EnumWithExplicitSupport
      • AggrName
      • ClassAggr
      • IndexMetric
      • InterpolationKind
      • LabelKind
      • MultinomialTestMode
      • ScoreClassifMode
      • ScoreTimerOperation
      • ZAggr
    • Index utils
      • Index
      • make_indexes
    • Timing utils
      • ScoreTimer
      • ScoreTimerStat
      • format_time
    • Others utils
      • ak_lpe
      • batched_grad
      • dirmult_surprise
      • fgm_direction
      • get_aggregator
      • kldiv
      • knn_label_count
      • multinomial_test
      • normalize_samples
      • torch_quantile
    • JTLA Tests
      • JTLATestMultinomial
  • API References
  • Visualization & Evaluation

Visualization & Evaluation#

Both vizualization and evaluation paradigms differ across tasks. Currently, scio.eval only provides tools regarding classification.

Visualization & Evaluation tools

  • Classification
    • ROC
    • BaseDiscriminativePower
    • AUC
    • MCC
    • TNR
    • TPR
    • compute_confidence
    • fit_scores
    • histogram_oods
    • roc_scores
    • summary_plot
    • compute_metrics
    • summary_table
    • topk_evals
    • summary

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Visualization & Evaluation in Classification

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