Essays about: "attributval"

Found 4 essays containing the word attributval.

1. 1. Data Classification System Based on Combination Optimized Decision Tree : A Study on Missing Data Handling, Rough Set Reduction, and FAVC Set Integration

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Xuechun Lu; [2023]
   Keywords : Missing data handling; Rough set reduction; FAVC Set; ID3; Saknade datahantering; Rough set reducering; FAVC Set; ID3;

   Abstract : Data classification is a novel data analysis technique that involves extracting valuable information with potential utility from databases. It has found extensive applications in various domains, including finance, insurance, government, education, transportation, and defense. READ MORE

3. 2. SELECTION OF FEATURES FOR ML BASED COMMANDING OF AUTONOMOUS VEHICLES

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Sabarish Sridhar; [2020]
   Keywords : Autonomous Driving; Reinforcement Learning; Dyna-2 Architecture; Function Approximation; Feature Selection; Machine Learning.; Autonom körning; Förstärkningsinlärning; Dyna-2 Arkitektur; Funktionsapproximering; Attributval; Maskininlärning.;

   Abstract : Traffic coordination is an essential challenge in vehicle automation. The challenge is not only about maximizing the revenue/productivity of a fleet of vehicles, but also about avoiding non feasible states such as collisions and low energy levels, which could make the fleet inoperable. READ MORE

4. 3. Feature selection in short-term load forecasting

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Max Joel Söderberg; Axel Meurling; [2019]
   Keywords : Short-term load forecasting; energy consumption forecasting; Linear regression; SVR; Random Forest; machine learning; regression; feature selection; attribute selection; Pearson correlation; Mutual information; correlation matrix; Two-way ANOVA; Tukey’s HSD test.; Kortsiktig lastprognos; Energiförbrukningsprognos; Linjär regression; SVR; Random forest; Maskininlärning; Attributval; Pearson-korrelation; Ömsesidig information; Korrelationsmatris; Tvåvägs ANOVA; Tukey’s HSD-test.;

   Abstract : This paper investigates correlation between energy consumption 24 hours ahead and features used for predicting energy consumption. The features originate from three categories: weather, time and previous energy. The correlations are calculated using Pearson correlation and mutual information. READ MORE

5. 4. A simulation and machine learning approach to critical infrastructure resilience appraisal : Case study on payment disruptions

   University essay from Mittuniversitetet/Avdelningen för informationssystem och -teknologi

   Author : Anna Samstad; [2018]
   Keywords : Data mining; resilience measure; attribute selection; error rate; classification; Datautvinning; resiliensmått; attributval; simulering; felfrekvens; klassificering;

   Abstract : This study uses a simulation to gather data regarding a payment disruption. The simulation is part of a project called CCRAAAFFFTING, which examines what happens to a society when a payment disruption occurs. READ MORE