Description

<dependency>
    <groupId>org.superml</groupId>
    <artifactId>superml-model-selection</artifactId>
    <version>2.1.0</version>
</dependency>

<?xml version="1.0" encoding="UTF-8"?>
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  "License"); you may not use this file except in compliance
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<project xmlns="http://maven.apache.org/POM/4.0.0"
         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>

    <parent>
        <groupId>org.superml</groupId>
        <artifactId>superml-java-parent</artifactId>
        <version>2.1.0</version>
    </parent>

    <artifactId>superml-model-selection</artifactId>
    <name>SuperML Model Selection</name>
    <description>Model selection utilities including cross-validation and hyperparameter tuning</description>

    <dependencies>
        <!-- Core dependency -->
        <dependency>
            <groupId>org.superml</groupId>
            <artifactId>superml-core</artifactId>
            <version>${project.version}</version>
        </dependency>
        
        <!-- Metrics dependency -->
        <dependency>
            <groupId>org.superml</groupId>
            <artifactId>superml-metrics</artifactId>
            <version>${project.version}</version>
        </dependency>
        
        <!-- Neural networks dependency -->
        <dependency>
            <groupId>org.superml</groupId>
            <artifactId>superml-neural</artifactId>
            <version>${project.version}</version>
            <optional>true</optional>
        </dependency>
        
        <!-- Pipeline dependency -->
        <dependency>
            <groupId>org.superml</groupId>
            <artifactId>superml-pipeline</artifactId>
            <version>${project.version}</version>
            <optional>true</optional>
        </dependency>
        
        <!-- Linear models for validation -->
        <dependency>
            <groupId>org.superml</groupId>
            <artifactId>superml-linear-models</artifactId>
            <version>${project.version}</version>
        </dependency>
        
        <!-- Tree models for validation -->
        <dependency>
            <groupId>org.superml</groupId>
            <artifactId>superml-tree-models</artifactId>
            <version>${project.version}</version>
        </dependency>
        
        <!-- Math utilities -->
        <dependency>
            <groupId>org.apache.commons</groupId>
            <artifactId>commons-math3</artifactId>
        </dependency>
        
        <!-- Logging -->
        <dependency>
            <groupId>org.slf4j</groupId>
            <artifactId>slf4j-api</artifactId>
        </dependency>
        
        <!-- Testing -->
        <dependency>
            <groupId>org.junit.jupiter</groupId>
            <artifactId>junit-jupiter</artifactId>
            <scope>test</scope>
        </dependency>
    </dependencies>
</project>