Code

WIP Multiclass roc auc#12311

Code

Closed

amueller wants to merge 20 commits intoscikit-learn:masterscikit-learn/scikit-learn:masterfrom

amueller:multiclass_roc_aucamueller/scikit-learn:multiclass_roc_aucCopy head branch name to clipboard

Commits

Commits on Jan 16, 2018

• Add Hand & Till (OvO) and Provost & Domingos (OvR) implementations

  maskani-moh

  committed
  a666180

  Copy full SHA for a666180

• Add multi-class implementation in roc_auc_score method

  maskani-moh

  committed
  118a700

  Copy full SHA for 118a700

• Add tests for multi-class settings OvO and OvR

  maskani-moh

  committed
  3371b1d

  Copy full SHA for 3371b1d

Commits on Jan 17, 2018

• Fix binary case roc computation

  maskani-moh

  committed
  d74ce16

  Copy full SHA for d74ce16

• Make scores add up to 1.0

  maskani-moh

  committed
  805d804

  Copy full SHA for 805d804

• Fix typo

  maskani-moh

  committed
  2bd693e

  Copy full SHA for 2bd693e

• Differenciate binary case explicitly to avoid error when multilabel-indicator format

  maskani-moh

  committed
  fc54dde

  Copy full SHA for fc54dde

Commits on Jan 19, 2018

• Fix prediciton scores

  maskani-moh

  committed
  133a09a

  Copy full SHA for 133a09a

Commits on Feb 8, 2018

• Merge remote-tracking branch 'upstream/master' into multiclass-roc-auc-new

  maskani-moh

  committed
  bc40110

  Copy full SHA for bc40110

Commits on Mar 26, 2018

• Merge remote-tracking branch 'upstream/master' into multiclass-roc-auc-new

  maskani-moh

  committed
  0d035e3

  Copy full SHA for 0d035e3

• Fix test error by setting param dtype=None

  maskani-moh

  committed
  d08f084

  Copy full SHA for d08f084

• Quick fix

  maskani-moh

  committed
  4c7a656

  Copy full SHA for 4c7a656

• Raise error for partial computation in multiclass

  maskani-moh

  committed
  4723b00

  Copy full SHA for 4723b00

• Fix pep8

  maskani-moh

  committed
  aa6dd49

  Copy full SHA for aa6dd49

Commits on Oct 5, 2018

• Merge branch 'master' into multiclass_roc_auc

  amueller

  committed
  5af924b

  Copy full SHA for 5af924b

• try adding ovo multiclass scores

  amueller

  committed
  5c094cd

  Copy full SHA for 5c094cd

• allow roc_auc and macro_roc_auc for multiclass in test_common

  amueller

  committed
  d0393d7

  Copy full SHA for d0393d7

• add multiclass roc_auc metrics to scores, more common tests

  amueller

  committed
  4a0ded6

  Copy full SHA for 4a0ded6

• ovr is same as multilabel

  amueller

  committed
  d599552

  Copy full SHA for d599552

• remove non-existant import

  amueller

  committed
  2cc343a

  Copy full SHA for 2cc343a