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K-analytik | On Pragmatic ComputingOn Pragmatic Computing (by KK Lo)
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K-analytik | On Pragmatic Computing | kanalytik.net Reviews
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On Pragmatic Computing (by KK Lo)
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Book review | K-analytik
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Tag Archives: Book review. NoSQL Distilled: A Short Review. Started a few years ago when Google and Amazon published papers ( BigTable. About their efforts on handling extraordinary large amount of data. Since then, numerous organizations began to explore alternative data storage models that different from the traditional relational database model for better scalability or other requirements. This book written by. The text covered 4 main NoSQL families:. The second half of the book is “. 1] points out th...
Kaggle | K-analytik
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Data exploration using Random Forests. The Stumbleupon web page classification competition. Ended recently. With some luck, I got into the final top 10%. During the initial data exploration, I tried to derive a set of linguistic features from the text. This includes something like the ratios of nouns, adjectives, and adverbs in the web pages. In addition, I suspected that subjectivity might be important. So I added the ratios of positive and negative words in the feature set as well. The estimated accura...
Machine Learning | K-analytik
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Category Archives: Machine Learning. Data exploration using Random Forests. The Stumbleupon web page classification competition. To see these linguistic features are useful or not, I plugged the data into a Random Forests. Random Forests is a collection of decision trees. Feature importances measured by Random Forests. The estimated accuracy of the model is only 62%, which shows that the linguistic variables are not that useful. However, the above picture still surprised me. It showed that positi...There...
NoSQL | K-analytik
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NoSQL Distilled: A Short Review. Started a few years ago when Google and Amazon published papers ( BigTable. About their efforts on handling extraordinary large amount of data. Since then, numerous organizations began to explore alternative data storage models that different from the traditional relational database model for better scalability or other requirements. This book written by. The text covered 4 main NoSQL families:. The second half of the book is “. 1] points out that a doomsday unrecoverable...
Riak | K-analytik
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NoSQL Distilled: A Short Review. Started a few years ago when Google and Amazon published papers ( BigTable. About their efforts on handling extraordinary large amount of data. Since then, numerous organizations began to explore alternative data storage models that different from the traditional relational database model for better scalability or other requirements. This book written by. The text covered 4 main NoSQL families:. The second half of the book is “. 1] points out that a doomsday unrecoverable...
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K-analytik | On Pragmatic Computing
Data exploration using Random Forests. The Stumbleupon web page classification competition. Ended recently. With some luck, I got into the final top 10%. During the initial data exploration, I tried to derive a set of linguistic features from the text. This includes something like the ratios of nouns, adjectives, and adverbs in the web pages. In addition, I suspected that subjectivity might be important. So I added the ratios of positive and negative words in the feature set as well. The estimated accura...
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