Package | Description |
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gov.sandia.cognition.learning.algorithm.regression |
Provides regression algorithms, such as Linear Regression.
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gov.sandia.cognition.statistics.method |
Provides algorithms for evaluating statistical data and conducting statistical inference, particularly frequentist methods.
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Modifier and Type | Class and Description |
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static class |
LinearRegression.Statistic
Computes regression statistics using a chi-square measure of the
statistical significance of the learned approximator
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Modifier and Type | Class and Description |
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static class |
AnalysisOfVarianceOneWay.Statistic
Returns the confidence statistic for an ANOVA test
|
static class |
ChiSquareConfidence.Statistic
Confidence Statistic for a chi-square test
|
static class |
FisherSignConfidence.Statistic
Contains the parameters from the Sign Test null-hypothesis evaluation
|
static class |
FriedmanConfidence.Statistic
Confidence statistic associated with the Friedman test using the tighter
F-statistic.
|
static class |
GaussianConfidence.Statistic
Confidence statistics for a Gaussian distribution
|
static class |
KolmogorovSmirnovConfidence.Statistic
Computes the ConfidenceStatistic associated with a K-S test
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static class |
MannWhitneyUConfidence.Statistic
Statistics from the Mann-Whitney U-test
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static class |
ReceiverOperatingCharacteristic.Statistic
Contains useful statistics derived from a ROC curve
|
static class |
StudentTConfidence.Statistic
Confidence statistics for a Student-t test
|
static class |
WilcoxonSignedRankConfidence.Statistic
ConfidenceStatistics associated with a Wilcoxon test
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