tag :: feature_selection

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1GitHub - scikit-learn-contrib/boruta_py: Python implementations of the Boruta all-relevant feature selection method.
Python implementations of the Boruta all-relevant feature selection method. - GitHub - scikit-learn-contrib/boruta_py: Python implementations of the Boruta all-relevant feature selection method.
a year ago by @topel
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1Feature selection BorutaPy - Daniel Homola
https://danielhomola.com/feature%20selection/phd/borutapy-an-all-relevant-feature-selection-method/
a year ago by @topel
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1Feature Selection Using Regularisation - Towards Data Science
https://towardsdatascience.com/feature-selection-using-regularisation-a3678b71e499
5 years ago by @topel
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dataset
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1The Implication of Statistical Analysis and Feature Engineering for Model Building Using Machine Learning Algorithms
S. Pragnya, and S. Priyadarshi. International Journal of Computer Science & Engineering Survey (IJCSES), 10 (2/3): 1-11 (June 2019)
5 years ago by @ijcses
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Correlation
Feature_engineering
Feature_selection
K_nearest_neighbour
PCA
RFE
logistic_regression
CorrelationFeature_engineeringFeature_selectionK_nearest_neighbourPCARFElogistic_regression
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2On the Hyperprior Choice for the Global Shrinkage Parameter in the Horseshoe Prior
J. Piironen, and A. Vehtari. Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, volume 54 of Proceedings of Machine Learning Research, page 905--913. PMLR, (20--22 apr 2017)
6 years ago by @jpvaldes
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bayesian
feature_selection
mcmc
probabilistic_programming
statistics
bayesianfeature_selectionmcmcprobabilistic_programmingstatistics
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2Selection of relevant features in machine learning
P. Langley. (1994)
6 years ago by @bsc
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feature_selection
feature_selection
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1A review of feature selection methods based on mutual information
J. Vergara, and P. Estévez. Neural Computing and Applications, 24 (1): 175--186 (Jan 1, 2014)
7 years ago by @suqbar
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entropy
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entropyfeature_selectionmutual_information
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1Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection
G. Brown, A. Pocock, M. Zhao, and M. Luján. v13, (2012)
7 years ago by @suqbar
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conditional_likelihood
entropy
feature_selection
information_theory
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conditional_likelihoodentropyfeature_selectioninformation_theorymutual_information
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3BNS feature scaling: an improved representation over tf-idf for svm text classification
G. Forman. Proceeding of the 17th ACM conference on Information and knowledge management, page 263--270. New York, NY, USA, ACM, (2008)
12 years ago by @hkorte
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feature_scaling
feature_selection
svm
feature_scalingfeature_selectionsvm
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1Object Detection and tracking in Video Sequences
S. Manisha Chate, and V. Gohokar. ACEEE International Journal on Signal & Image Processing, 3 (1): 6 (January 2012)
12 years ago by @ideseditor
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feature_selection
image_segmentation
feature_selectionimage_segmentation
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2Timbre and Rhythmic TRAP-TANDEM Features for Music Information Retrieval.
N. Scaringella. ISMIR, page 626-632. (2008)
15 years ago by @andre@ismll
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content-based
feature_extraction
feature_selection
mfcc
sigir
temporal_features
content-basedfeature_extractionfeature_selectionmfccsigirtemporal_features
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2A Study on Feature Selection and Classification Techniques for Automatic Genre Classification of Traditional Malay Music.
S. Doraisamy, S. Golzari, N. Norowi, M. Sulaiman, and N. Udzir. ISMIR, page 331-336. (2008)
15 years ago by @andre@ismll
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beat
classification
feature_selection
genre
music_genre
pitch
sigir
temporal_features
beatclassificationfeature_selectiongenremusic_genrepitchsigirtemporal_features
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17A comparative study on feature selection in text categorization
Y. Yang, and J. Pedersen. Proceedings of ICML-97, 14th International Conference on Machine Learning, page 412--420. Nashville, US, Morgan Kaufmann Publishers, San Francisco, US, (1997)
15 years ago by @diego_ma
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classification
machine_learning
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classificationmachine_learningfeature_selection
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1GitHub - scikit-learn-contrib/boruta_py: Python implementations of the Boruta all-relevant feature selection method.

1Feature selection BorutaPy - Daniel Homola

1Feature Selection Using Regularisation - Towards Data Science

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1The Implication of Statistical Analysis and Feature Engineering for Model Building Using Machine Learning Algorithms

2On the Hyperprior Choice for the Global Shrinkage Parameter in the Horseshoe Prior

2Selection of relevant features in machine learning

1A review of feature selection methods based on mutual information

1Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection

3BNS feature scaling: an improved representation over tf-idf for svm text classification

1Object Detection and tracking in Video Sequences

2Timbre and Rhythmic TRAP-TANDEM Features for Music Information Retrieval.

2A Study on Feature Selection and Classification Techniques for Automatic Genre Classification of Traditional Malay Music.

17A comparative study on feature selection in text categorization

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