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Overfitting
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1	Numeraire: A Cryptographic Token for Coordinating Machine Intelligence and Preventing Overfitting Richard Craib, Geo↵rey Bradway, Xander Dunn with Joey Krug https://numer.ai Add to Reading List Source URL: numer.ai Language: English - Date: 2018-08-15 15:21:55 Ethereum Machine learning Finance Economy Money Mathematical finance Blockchains Cross-platform software Numerai Numraire Overfitting Data science
2	Is the Cure Worse than the Disease? A Large-Scale Analysis of Overfitting in Automated Program Repair Edward K. Smith Earl T. Barr? Claire Le Goues† Yuriy Brun Add to Reading List Source URL: earlbarr.com Language: English - Date: 2015-09-27 08:47:59
3	Journal of Machine Learning Research1958 Submitted 11/13; Published 6/14 Dropout: A Simple Way to Prevent Neural Networks from Overfitting Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2015-07-13 14:30:24
4	Bias-Variance in Machine Learning Bias-Variance: Outline •  Underfitting/overfitting: –  Why are complex hypotheses bad? Add to Reading List Source URL: www.cs.cmu.edu - Date: 2014-10-20 11:43:20
5	Reducing Overfitting in Process Model Induction Will Bridewell Narges Bani Asadi Add to Reading List Source URL: cll.stanford.edu - Date: 2005-06-22 13:02:09
6	CHAPTER Credibility: Evaluating What’s Been Learned 5 Add to Reading List Source URL: aml.media.mit.edu Language: English - Date: 2011-11-03 19:34:10 Statistics Machine learning Artificial intelligence Learning Statistical inference Cross-validation Bootstrapping Test set Overfitting Statistical classification Pruning Validation
7	MLSS 2014 – Introduction to Machine Learning Lecture 1 J. Zico Kolter July 7, 2014 Add to Reading List Source URL: www.mlss2014.com Language: English - Date: 2014-07-07 07:00:05 Machine learning Supervised learning Test set MNIST database Overfitting Logistic model tree Statistical learning theory
8	Chapter 4 O verf itt ing Avoi dance i n Regressi on Trees This chapter describes several approaches that try to avoid overfitting of the training data with too complex trees. In the context of tree-based models these str Add to Reading List Source URL: www.dcc.fc.up.pt Language: English - Date: 2012-12-13 10:18:43 Decision trees Pruning Decision tree learning Regression analysis Gradient boosting
9	White Paper Screening Bias and Overfitting: Avoiding Common Testing Pitfalls In performance testing, the sample you start with Add to Reading List Source URL: insights.lexisnexis.com Language: English - Date: 2012-04-12 05:47:19 Machine learning Statistical inference Regression analysis Hypothesis testing Design of experiments Overfitting Statistical hypothesis testing Risk
10	DEEP LEARNING FOR TRADING 35::::38.7 Add to Reading List Source URL: fpq.io Language: English - Date: 2016-05-16 03:43:49 Machine learning Computational neuroscience Cybernetics Artificial neural networks Perceptron Deep learning Overfitting Supervised learning Artificial intelligence