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Overfitting
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21	Overfitting is a Many Splendored Thing Rich Caruana Microsoft Corporation Redmond WAWe tend to think of overfitting as a global phenomenon that can be controlled by a few regularization Add to Reading List Source URL: snowbird.djvuzone.org Language: English - Date: 2011-02-22 04:25:56
22	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 Artificial neural networks Artificial intelligence Machine learning Learning Computational neuroscience Computer vision Convolutional neural network Computational statistics Deep learning Dropout Backpropagation Autoencoder
23	Defending Mathematics: An Analysis of Backtest Overfitting in Financial Trading Algorithms 1 2 2 Stephanie Ger , Alex Sim , John Wu Add to Reading List Source URL: www.quantresearch.info Language: English - Date: 2014-09-06 16:23:26
24	Tutorial on the backtest overfitting tool Document version: 1.0, March 2015 Contents 1 Introduction Add to Reading List Source URL: datagrid.lbl.gov Language: English - Date: 2015-05-24 04:15:12
25	Stacked Training for Overfitting Avoidance in Deep Networks Alexander Grubb J. Andrew Bagnell Add to Reading List Source URL: deeplearning.net - Date: 2013-06-14 17:36:02
26	PACKAGE PBO: PROBABILITY OF BACKTEST OVERFITTING MATTHEW R BARRY, PHD, CAIA  SLIPSTREAM ADVISORS LLC R/FINANCECHICAGO Add to Reading List Source URL: www.rinfinance.com Language: English - Date: 2014-05-15 23:28:08
27	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: 2014-07-26 23:05:09
28	Statistical Learning, FallAssignment 2: Classification The purpose of this exercise is to compare the Naive Bayes (NB) model to Logistic Regression (LR) on data with categorical attributes. We will first train/fit Add to Reading List Source URL: www.timvanerven.nl Language: English - Date: 2014-12-05 11:38:24 Econometrics Actuarial science Statistical classification Naive Bayes classifier Training set Logistic regression Overfitting Generalized linear model Supervised learning Statistics Regression analysis Machine learning
29	B ARCELONA G RADUATE S CHOOL OF E CONOMICS - D ATA S CIENCE Random Forest Cover Type Prediction Jéssica Leal, Tim Kreienkamp and Philipp Schmidt Add to Reading List Source URL: dl.dropboxusercontent.com Language: English Ensemble learning Decision trees Regression analysis Random forest Cross-validation Overfitting Gradient boosting Boosting Decision tree learning Machine learning Statistics Computational statistics
30	Grammatical inference: learning models Colin de la Higuera University of Nantes Some convergence criteria Add to Reading List Source URL: pagesperso.lina.univ-nantes.fr Language: English - Date: 2013-09-18 09:17:02 La Higuera Overfitting Language identification in the limit University of Nantes France Mathematical sciences Learning Machine learning Statistical inference Che Guevara

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