oracle.dmt.jdm.supervised.classification
Class OraClassificationTestMetricsTask

java.lang.Object
oracle.dmt.jdm.OraDMObject
oracle.dmt.jdm.OraMiningObject
oracle.dmt.jdm.base.OraTask
oracle.dmt.jdm.supervised.OraTestTask
oracle.dmt.jdm.supervised.classification.OraClassificationTestTask
oracle.dmt.jdm.supervised.classification.OraClassificationTestMetricsTask

All Implemented Interfaces:

javax.datamining.supervised.classification.ClassificationTestMetricsTask, javax.datamining.supervised.classification.ClassificationTestTask, javax.datamining.MiningObject, oracle.dmt.jdm.OraPLSQLConstants, javax.datamining.base.Task, javax.datamining.supervised.TestMetricsTask, javax.datamining.supervised.TestTask

public class OraClassificationTestMetricsTask

extends OraClassificationTestTask

implements javax.datamining.supervised.classification.ClassificationTestMetricsTask

ClassificationTestMetricsTask is a mining task used for computing and creating test metrics objects given an apply output data. The results of executing a classification test metrics task is a ClassificationTestMetrics object.

Executing a ClassificationTestMetricsTask task without any metrics to be computed results in an exception.

See Also:

MiningObject, Task, TestMetricsTask

Field Summary

Fields inherited from class oracle.dmt.jdm.OraMiningObject

DESCRIPTION_DELIMITER

Fields inherited from interface oracle.dmt.jdm.OraPLSQLConstants

abns_max_build_minutes, abns_max_nb_predictors, abns_max_predictors, abns_model_type, abns_multi_feature, abns_naive_bayes, abns_single_feature, algo_adaptive_bayes_network, algo_ai_mdl, algo_ai_mdl2, algo_apriori_association_rules, algo_decision_tree, algo_kmeans, algo_naive_bayes, algo_name, algo_nonnegative_matrix_factor, algo_ocluster, algo_predictor_variance, algo_support_vector_machines, apply_cost_content, apply_nodeid_content, apply_pred_value_content, apply_probability_content, asso_max_rule_length, asso_min_confidence, asso_min_support, association, association_in_model, attribute_importance, clas_cost_table_name, clas_priors_table_name, classification, clus_num_clusters, clustering, feat_num_features, feature_extraction, kmns_block_growth, kmns_conv_tolerance, kmns_cosine, kmns_distance, kmns_euclidean, kmns_fast_cosine, kmns_iterations, kmns_min_pct_attr_support, kmns_num_bins, kmns_size, kmns_split_criterion, kmns_variance, nabs_pairwise_threshold, nabs_singleton_threshold, nmfs_conv_tolerance, nmfs_num_iterations, nmfs_random_seed, ocluster_max_buffer, ocluster_sensitivity, operator_equal, operator_equal_v, operator_greater_or_equal, operator_greater_or_equal_v, operator_greater_than, operator_greater_than_v, operator_in, operator_in_v, operator_less_or_equal, operator_less_or_equal_v, operator_less_than, operator_less_than_v, operator_not_equal, operator_not_equal_v, operator_not_in, operator_not_in_v, oracle_char_type, oracle_dm_nested_categoricals, oracle_dm_nested_numericals, oracle_float_type, oracle_number_type, oracle_varchar2_type, regression, svms_active_learning, svms_al_disable, svms_al_enable, svms_complexity_factor, svms_conv_tolerance, svms_epsilon, svms_gaussian, svms_kernel_cache_size, svms_kernel_function, svms_linear, svms_outlier_rate, svms_std_dev, tree_impurity_entropy, tree_impurity_gini, tree_impurity_metric, tree_impurity_metric_default, tree_term_max_depth, tree_term_max_depth_default, tree_term_max_depth_max, tree_term_max_depth_min, tree_term_max_surrogates_max, tree_term_max_surrogates_min, tree_term_minpct_node, tree_term_minpct_node_default, tree_term_minpct_node_max, tree_term_minpct_split, tree_term_minpct_split_default, tree_term_minpct_split_max, tree_term_minrec_node, tree_term_minrec_node_default, tree_term_minrec_split, tree_term_minrec_split_default

Method Summary

java.lang.String	getTableName(javax.datamining.supervised.classification.ClassificationTestMetricOption testMetric) Returns name of the table associated with a ClassificationTestMetricOption.
void	setTableName(javax.datamining.supervised.classification.ClassificationTestMetricOption testMetric, java.lang.String tableName) Sets the table name to be used for persisting the associated test metric option related details.

Methods inherited from class oracle.dmt.jdm.supervised.OraTestTask

getTestData

Methods inherited from class oracle.dmt.jdm.base.OraTask

doesObjectExistInDatabase, execute, execute, getDescription, getExecutionHandle, getJob, getObjectType, isInputObject, removeObjectFromDatabase, renameObjectInDatabase, retrieveObjectFromDatabase, retrieveObjectFromDatabaseByID, retrieveObjectsFromDatabase

Methods inherited from class oracle.dmt.jdm.OraMiningObject

doBeforeStore, getCreationDate, getCreatorInfo, getName, getObjectIdentifier, saveObjectInDatabase, setDescription

Methods inherited from class oracle.dmt.jdm.OraDMObject

createException, createException, createRuntimeException, createRuntimeException, getLocalizedMessage, isConnectionOpen, logInfo, logSevere, logTrace, logTrace, unsupported, unsupported

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface javax.datamining.supervised.classification.ClassificationTestMetricsTask

computeMetric, computeMetric, getCostMatrixName, getNumberOfLiftQuantiles, getPositiveTargetValue, setCostMatrixName, setNumberOfLiftQuantiles, setPositiveTargetValue

Methods inherited from interface javax.datamining.supervised.TestMetricsTask

getTestMetricsName, setTestMetricsName, verify

Methods inherited from interface javax.datamining.base.Task

getExecutionHandle

Methods inherited from interface javax.datamining.MiningObject

getCreationDate, getCreatorInfo, getDescription, getName, getObjectIdentifier, getObjectType, setDescription

Methods inherited from interface javax.datamining.supervised.TestTask

getModelName, getTestDataMap, getTestDataName, getTestMetricsName, setModelName, setTestDataMap, setTestDataName, setTestMetricsName, verify

Method Detail

setTableName

public void setTableName(javax.datamining.supervised.classification.ClassificationTestMetricOption testMetric,
                         java.lang.String tableName)

Sets the table name to be used for persisting the associated test metric option related details. For example, to persist confusion matrix in a table "CHURN_CONFUSION_MATRIX" call setTableName(ClassificationTestMetricOption.confusionMatrix, " CHURN_CONFUSION_MATRIX") . By default names of the tables are derived from the test metrics name using constant suffixes as follows:

• _CFM for Confusion Matrix
• _LFT for Lift
• _ROC for ROC

Overrides:

setTableName in class OraClassificationTestTask

getTableName

public java.lang.String getTableName(javax.datamining.supervised.classification.ClassificationTestMetricOption testMetric)

Returns name of the table associated with a ClassificationTestMetricOption.

Overrides:

getTableName in class OraClassificationTestTask