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Oracle Data Mining Java API Reference 11g Release 2 (11.2) E12219-03 |
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OraGLMModelDetail
provides methods to retrieve details of the Generalized Linear Model (GLM).
Field Summary | |
static java.lang.String |
COEFFICIENT |
static java.lang.String |
EXP_COEFFICIENT |
static java.lang.String |
EXP_LOWER_COEFF_LIMIT |
static java.lang.String |
EXP_UPPER_COEFF_LIMIT |
static java.lang.String |
LOWER_COEFF_LIMIT |
static java.lang.String |
P_VALUE |
static java.lang.String |
STD_COEFFICIENT |
static java.lang.String |
STD_ERROR |
static java.lang.String |
TEST_STATISTIC |
static java.lang.String |
UPPER_COEFF_LIMIT |
static java.lang.String |
VIF |
Method Summary | |
java.sql.ResultSet |
getAttributeCoefficients(java.lang.String[] targetValuesFilter, java.lang.String[] attributeNamesFilter, java.util.Map valueRangeFilters, java.util.Map orderBy) Returns the java.sql.ResultSet that contains the following columns: CLASS String => Target value. |
java.util.Map |
getGlobalDetails() Returns the java.util.Map that contains the high-level model statistics as a key-value pair. |
Field Detail |
public static final java.lang.String COEFFICIENT
public static final java.lang.String STD_ERROR
public static final java.lang.String TEST_STATISTIC
public static final java.lang.String P_VALUE
public static final java.lang.String VIF
public static final java.lang.String STD_COEFFICIENT
public static final java.lang.String LOWER_COEFF_LIMIT
public static final java.lang.String UPPER_COEFF_LIMIT
public static final java.lang.String EXP_COEFFICIENT
public static final java.lang.String EXP_LOWER_COEFF_LIMIT
public static final java.lang.String EXP_UPPER_COEFF_LIMIT
Method Detail |
public java.util.Map getGlobalDetails()
java.util.Map
that contains the high-level model statistics as a key-value pair. In this map key is the name of the statistical measure and the value is the computed value associated with it. Type of statistical measures computed depends on the GLM model type.public java.sql.ResultSet getAttributeCoefficients(java.lang.String[] targetValuesFilter, java.lang.String[] attributeNamesFilter, java.util.Map valueRangeFilters, java.util.Map orderBy)
java.sql.ResultSet
that contains the following columns:
targetValuesFilter
- (Optional) filter results that includes the coefficients for the specified target values for a classification model.attributeNamesFilter
- (Optional) filter results that includes the coeffiocients for the specified attributesvalueRangeFilters
- (optional) filter results based on the specified value ranges. For example, to filter results based on P_VALUE between 0.5 and 0.75, user can specify an entry in the map with key-valeu pair as (OraGLMModelDetails.P_VALUE, Interval(0.5, 0.75)orderBy
- (optional) order results based on the specified values ordering. For example, to order results based on the "STD_ERROR" values in descending order, user can specify an entry in this map with key-value pair as (OraGLMModelDetails.STD_ERROR, SortOrder.descending)
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Oracle Data Mining Java API Reference 11g Release 2 (11.2) E12219-03 |
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