<divclass="inheritance"title="Inheritance Tree"><ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html"title="class or interface in java.lang"class="external-link">java.lang.Object</a>
<divclass="type-signature"><spanclass="modifiers">public class </span><spanclass="element-name type-name-label">Completion</span>
<spanclass="extends-implements">extends <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html"title="class or interface in java.lang"class="external-link">Object</a></span></div>
<divclass="block">Permet de faire de la complétion de données.
Si une valeur est manquante, elle sera remplacé par la moyenne ou par regression linéaire.</div>
<divclass="col-first even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static <T, V extends <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html"title="class or interface in java.lang"class="external-link">Number</a>><br>double</code></div>
<divclass="col-second even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><ahref="#calculateLinearA(java.util.HashSet,java.util.function.Function,java.util.function.Function,double,double)"class="member-name-link">calculateLinearA</a><wbr>(<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><T> list,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getX,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getY,
<divclass="block">Permet de calculer b dans une regression linéaire</div>
</div>
<divclass="col-first even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static <T, V extends <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html"title="class or interface in java.lang"class="external-link">Number</a>><br>double</code></div>
<divclass="col-second even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><ahref="#calculateMean(java.util.HashSet,java.util.function.Function)"class="member-name-link">calculateMean</a><wbr>(<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><T> list,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getValue)</code></div>
<divclass="block">Permet de calculer la moyenne d'une donnée des valeurs non nulles.</div>
</div>
<divclass="col-first odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static <T, V extends <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html"title="class or interface in java.lang"class="external-link">Number</a>><br><ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><wbr><T></code></div>
<divclass="col-second odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><ahref="#completeColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer)"class="member-name-link">completeColumnsLinear</a><wbr>(<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><T> list,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getX,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getY,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html"title="class or interface in java.util.function"class="external-link">BiConsumer</a><T,<wbr>V> setY)</code></div>
<divclass="block">Permet de remplacer les valeurs inexistantes par les valeurs les plus probables avec une regression linéaire</div>
</div>
<divclass="col-first even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static <T, V extends <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html"title="class or interface in java.lang"class="external-link">Number</a>><br><ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><wbr><T></code></div>
<divclass="col-second even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><ahref="#completeColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer)"class="member-name-link">completeColumnsMoyenne</a><wbr>(<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><T> list,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getValue,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html"title="class or interface in java.util.function"class="external-link">BiConsumer</a><T,<wbr>V> setValue)</code></div>
<divclass="block">Permet de remplacer les valeurs inexistantes d'un paramètre d'un HashSet par la moyenne des autres valeurs (non nulles).</div>
</div>
</div>
</div>
</div>
<divclass="inherited-list">
<h3id="methods-inherited-from-class-java.lang.Object">Methods inherited from class <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#method-summary"title="class or interface in java.lang"class="external-link">Object</a></h3>
<code><ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#clone()"title="class or interface in java.lang"class="external-link">clone</a>, <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#equals(java.lang.Object)"title="class or interface in java.lang"class="external-link">equals</a>, <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#finalize()"title="class or interface in java.lang"class="external-link">finalize</a>, <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#getClass()"title="class or interface in java.lang"class="external-link">getClass</a>, <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#hashCode()"title="class or interface in java.lang"class="external-link">hashCode</a>, <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#notify()"title="class or interface in java.lang"class="external-link">notify</a>, <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#notifyAll()"title="class or interface in java.lang"class="external-link">notifyAll</a>, <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#toString()"title="class or interface in java.lang"class="external-link">toString</a>, <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#wait()"title="class or interface in java.lang"class="external-link">wait</a>, <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#wait(long)"title="class or interface in java.lang"class="external-link">wait</a>, <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Object.html#wait(long,int)"title="class or interface in java.lang"class="external-link">wait</a></code></div>
<divclass="member-signature"><spanclass="modifiers">public static</span> <spanclass="type-parameters"><T, V extends <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html"title="class or interface in java.lang"class="external-link">Number</a>></span> <spanclass="return-type"><ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><T></span> <spanclass="element-name">completeColumnsMoyenne</span><wbr><spanclass="parameters">(<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><T> list,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getValue,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html"title="class or interface in java.util.function"class="external-link">BiConsumer</a><T,<wbr>V> setValue)</span></div>
<divclass="block">Permet de remplacer les valeurs inexistantes d'un paramètre d'un HashSet par la moyenne des autres valeurs (non nulles).
Exemple d'utilisation : T = Poisson, V = Double, getValue = Poisson::getInfestation, setValue = Poisson::setInfestation.</div>
<dlclass="notes">
<dt>Type Parameters:</dt>
<dd><spanid="completeColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer)-type-param-T"><code>T</code> - Le type de données cobaye. Exemple : Poisson, Population</span></dd>
<dd><spanid="completeColumnsMoyenne(java.util.HashSet,java.util.function.Function,java.util.function.BiConsumer)-type-param-V"><code>V</code> - Le type de la donnée à vérifier, doit être un Wrapper Number. Exemple : Double.</span></dd>
<dt>Parameters:</dt>
<dd><code>list</code> - La liste de données cobaye.</dd>
<dd><code>getValue</code> - La fonction (Getter) qui permet d'obtenir la valeur que l'on veut vérifier</dd>
<dd><code>setValue</code> - La fonction (Setter) qui permet de remplacer la valeur si null.</dd>
<divclass="member-signature"><spanclass="modifiers">public static</span> <spanclass="type-parameters"><T, V extends <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html"title="class or interface in java.lang"class="external-link">Number</a>></span> <spanclass="return-type">double</span> <spanclass="element-name">calculateMean</span><wbr><spanclass="parameters">(<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><T> list,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getValue)</span></div>
<divclass="block">Permet de calculer la moyenne d'une donnée des valeurs non nulles.</div>
<dlclass="notes">
<dt>Type Parameters:</dt>
<dd><spanid="calculateMean(java.util.HashSet,java.util.function.Function)-type-param-T"><code>T</code> - Le type de données cobaye/ Exemple : Poisson</span></dd>
<dd><spanid="calculateMean(java.util.HashSet,java.util.function.Function)-type-param-V"><code>V</code> - Le type de la donnée à vérifier, doit être un wrapper Number. Exemple : Double.</span></dd>
<dt>Parameters:</dt>
<dd><code>list</code> - La liste de données cobaye.</dd>
<dd><code>getValue</code> - La fonction qui permet d'obtenir la valeur de notre champ.</dd>
<divclass="member-signature"><spanclass="modifiers">public static</span> <spanclass="type-parameters"><T, V extends <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html"title="class or interface in java.lang"class="external-link">Number</a>></span> <spanclass="return-type"><ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><T></span> <spanclass="element-name">completeColumnsLinear</span><wbr><spanclass="parameters">(<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><T> list,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getX,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getY,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/BiConsumer.html"title="class or interface in java.util.function"class="external-link">BiConsumer</a><T,<wbr>V> setY)</span></div>
<divclass="block">Permet de remplacer les valeurs inexistantes par les valeurs les plus probables avec une regression linéaire</div>
<dlclass="notes">
<dt>Type Parameters:</dt>
<dd><spanid="completeColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer)-type-param-T"><code>T</code> - Le type des données de la liste</span></dd>
<dd><spanid="completeColumnsLinear(java.util.HashSet,java.util.function.Function,java.util.function.Function,java.util.function.BiConsumer)-type-param-V"><code>V</code> - Le type des données numériques</span></dd>
<dt>Parameters:</dt>
<dd><code>list</code> - La liste des données</dd>
<dd><code>getX</code> - Le getter de la valeur en x</dd>
<dd><code>getY</code> - Le getter de la valeur en y</dd>
<dd><code>setY</code> - Le Setter de la valeur en y qui est à compléter</dd>
<divclass="member-signature"><spanclass="modifiers">public static</span> <spanclass="type-parameters"><T, V extends <ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/lang/Number.html"title="class or interface in java.lang"class="external-link">Number</a>></span> <spanclass="return-type">double</span> <spanclass="element-name">calculateLinearA</span><wbr><spanclass="parameters">(<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/HashSet.html"title="class or interface in java.util"class="external-link">HashSet</a><T> list,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getX,
<ahref="https://docs.oracle.com/en/java/javase/25/docs/api/java.base/java/util/function/Function.html"title="class or interface in java.util.function"class="external-link">Function</a><T,<wbr>V> getY,
double meanX,
double meanY)</span></div>
<divclass="block">Permet de calculer le coefficient A de notre regression linéaire.</div>