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Pour le moment va . Les mecs sont d La troisi Kimberley je crois, commence soft puis, sous la pression du dj et des poil du publique, enl sa robe. Le taux de testost est haut. Learning under these circumstances, known as imbalanced big data classification, may not be straightforward for most of the standard machine learning methods.In this work we describe the methodology that won the ECBDL TM14 big data challenge for a bioinformatics big data problem. This algorithm, named as ROSEFW RF, is based on several MapReduce approaches to (1) balance the classes distribution through random oversampling, (2) detect the most relevant features via an evolutionary feature weighting process and a threshold to choose them, (3) build an appropriate Random Forest model from the pre processed data and finally (4) classify the test data. Across the paper, we detail and analyze the decisions made during the competition showing an extensive experimental study that characterize the way of working of our methodology.
Hanoi was the last stop on our Vietnam holiday and I though I would treat my family to a good hotel. I saw their web site and all looked good, the promise of a suite for 50 USD was good enough. The airport pick up went well but on checking in I discovered we had been allocated a normal double room, not the suite I had seen on their web site.
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