Screen LibraryPredictive data mining models /
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| Main Authors: | |
|---|---|
| Group Author: | |
| Published: |
Springer,
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| Publisher Address: | Singapore : |
| Publication Dates: | [2017] |
| Literature type: | Book |
| Language: | English |
| Series: |
Computational risk management,
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| Subjects: | |
| Carrier Form: | xi, 102 pages : illustrations (some color), forms ; 24 cm. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9789811025426 (hardback) : 9811025428 (hardback) |
| Index Number: | QA76 |
| CLC: |
TP311.13 F272.7-39 |
| Call Number: | F272.7-39/O525 |
| Contents: | Knowledge Management. Computer Support Systems ; Examples of Knowledge Management ; Data Mining Forecasting Applications ; Summary ; References -- Data Sets. Gold ; Brent Crude ; Stock Indices ; Summary ; References -- Basic Forecasting Tools. Moving Average Models ; Regression Models ; Time Series Error Metrics ; Seasonality ; Daily Data ; Change in Daily Price ; Software Demonstrations ; Summary -- Multiple Regression. Data Series ; Correlation ; Lags ; Summary -- Regression Tree Models. Regression Trees ; WEKA Regression Trees ; M5P Modeling ; REP Tree Modeling ; Random Forests ; Summary |