ml_algo library

Classes

CrossValidator
A factory and an interface for all the cross validator types
DecisionTreeClassifier
A class that performs decision tree-based classification [...]
KnnClassifier
A class that performs classification basing on k nearest neighbours (KNN) algorithm [...]
KnnRegressor
A class that performs regression basing on k nearest neighbours algorithm [...]
LinearRegressor
A class that performs linear regression [...]
LogisticRegressor
A class, performing logistic regression-based classification. [...]
SoftmaxRegressor
A class that performs softmax regression-based classification [...]

Enums

ClassificationMetricType
KernelType
A type of kernel function. [...]
LearningRateType
A type of learning rate behaviour
LinearOptimizerType
Linear optimization types [...]
MetricType
RegressionMetricType
RegularizationType
Regularization types [...]

Typedefs

DataPreprocessFn(DataFrame trainData DataFrame testData) → List<DataFrame>
PredictorFactory(DataFrame observations, Iterable<String> targetNames) → Assessable