Sökning: "lassoregression"
Hittade 4 uppsatser innehållade ordet lassoregression.
1. Towards Understanding slag build-up in a Grate-Kiln furnace : A study of what parameters in the Grate-Kiln furnace leads to increased slag build-up, in a modern pellet production kiln
Master-uppsats, Linköpings universitet/Institutionen för datavetenskapSammanfattning : As more data is being gathered in industrial production facilities, the interest in applying machine learning models to the data is growing. This includes the iron ore mining industry, and in particular the build-up of slag in grate-kiln furnaces. LÄS MER
2. Statistical learning procedures for analysis of residential property price indexes
Master-uppsats, KTH/Matematisk statistikSammanfattning : Residential Price Property Indexes (RPPIs) are used to study the price development of residential property over time. Modeling and analysing an RPPI is not straightforward due to residential property being a heterogeneous good. LÄS MER
3. Inkrementell responsanalys av Scandnavian Airlines medlemmar : Vilka kunder ska väljas vid riktad marknadsföring?
Kandidat-uppsats, Linköpings universitet/Statistik och maskininlärningSammanfattning : Scandinavian Airlines has a large database containing their Eurobonus members. In order to analyze which customers they should target with direct marketing, such as emails, uplift models have been used. LÄS MER
4. Inkrementell responsanalys : Vilka kunder bör väljas vid riktad marknadsföring?
Kandidat-uppsats, Statistik; Filosofiska fakultetenSammanfattning : If customers respond differently to a campaign, it is worthwhile to find those customers who respond most positively and direct the campaign towards them. This can be done by using so called incremental response analysis where respondents from a campaign are compared with respondents from a control group. LÄS MER