old_topic:data_mining

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--- old_topic:data_mining [2024/01/19 00:16] – 제거됨 - 바깥 편집 (Unknown date) 127.0.0.1
+++ old_topic:data_mining [2024/03/23 02:42] (현재) – 바깥 편집 127.0.0.1
@@ 줄 1: / 줄 1: @@
+====== Data Mining =====
+===== Imbalanced data problem =====
+  * http://www.svds.com/learning-imbalanced-classes/
+  * http://machinelearningmastery.com/tactics-to-combat-imbalanced-classes-in-your-machine-learning-dataset/
+  * P. Branco, L. Torgo, and R. Ribeiro, “A Survey of Predictive Modelling under Imbalanced Distributions,” arXiv:1505.01658 [cs], May 2015.
+===== Survival Analysis =====
+  * https://github.com/aburke99/gdc-analyzing-churn/blob/master/gdc.ipynb
+  * https://plot.ly/ipython-notebooks/survival-analysis-r-vs-python/
+  * https://lifelines.readthedocs.io/en/latest/index.html
+===== Data Cleaning =====
+  * http://openrefine.org/
+===== Dataset ======
+  * https://research.google.com/audioset/
+    * https://research.googleblog.com/2017/03/announcing-audioset-dataset-for-audio.html
+  * https://archive.org/details/2015_reddit_comments_corpus
+  * https://github.com/mdeff/fma
+  * https://magenta.tensorflow.org/datasets/nsynth
+  * https://github.com/zalandoresearch/fashion-mnist/blob/master/README.md
+    * https://github.com/hardmaru/pytorch_notebooks/blob/master/pytorch_tiny_custom_mnist_adam.ipynb
+  * 자율 자동차
+    * http://blog.mapillary.com/product/2017/05/03/mapillary-vistas-dataset.html