Sökning: "RapidMiner"

Hittade 3 uppsatser innehållade ordet RapidMiner.

1. 1. Data-driven decisions in Sports

   Magister-uppsats, Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Författare :Gabriel Garcia de Baquedano; [2023]
   Nyckelord :team sports; data analytics; artificial intelligence; decision making; Python programming language;

   Sammanfattning : In recent years, many sectors such as insurance, banking, retail, etc. have adopted Big Data architectures to boost their business activities. Such tools not only suppose a greater profit for thesecompanies but also allow them to gain a better understanding of their customers and their needs. LÄS MER

3. 2. Evaluation of logistic regression and random forest classification based on prediction accuracy and metadata analysis

   Kandidat-uppsats, Linnéuniversitetet/Institutionen för matematik (MA)

   Författare :Andreas Wålinder; [2014]
   Nyckelord :classification; logistic regression; random forest; metadata;

   Sammanfattning : Model selection is an important part of classification. In this thesis we study the two classification models logistic regression and random forest. They are compared and evaluated based on prediction accuracy and metadata analysis. The models were trained on 25 diverse datasets. LÄS MER

4. 3. Enhanching the Human-Team Awareness of a Robot

   Master-uppsats, Akademin för innovation, design och teknik

   Författare :Peter Wåhlin; [2012]
   Nyckelord :robotics; Artificial Intelligence; AI; System Dynamics; Wireless Body Area Network; WBAN; sensors; Psychology; physiology; human behavior; Human-Robot-Interaction; HRI; robot; Human-Team awareness; human-robot; RapidMiner; Vensim; JaHMM; hidden markov models; HMM; eclipse rcp; ARFF; recognizer; classification; cross-validation; human behavior; stress detection; Galvanic Skin Response; Heart Rate; Skin Temperature; Finger Temperature; Electrocardiogram; ECG; GSR; ST; Pupil Diameter; PD; Patient monitoring; GPS; Data acquisition; dataset; data set; MODERE; Yerkes-Dodson; SD model; SD; Confusion matrix; spatial; MOUT; Java; Agent; robotic agent; Machine Learning; activity recognition; team oriented robot; Evaluation; Decoding; Learning; Forward Algorithm; Backward Algorithm; Baum-Welch; feedback loop; Situation Awareness; SA; Shared Mental Models; SMM;

   Sammanfattning : The use of autonomous robots in our society is increasing every day and a robot is no longer seen as a tool but as a team member. The robots are now working side by side with us and provide assistance during dangerous operations where humans otherwise are at risk. This development has in turn increased the need of robots with more human-awareness. LÄS MER