Merge branch 'sprint-1/issue-71' into 'beta'

[SPRINT-1][Issue-71] Fix logistic regression CV

See merge request sibmip/gateway!103

api/src/engine/connectors/exareme/handlers/algorithms/logistic-regression-cv.handler.ts

@@ -47,7 +47,7 @@ export default class LogisticRegressionCVHandler extends BaseHandler {
   private canHandle(experiment: Experiment, data: unknown): boolean {
     return (
       experiment.algorithm.name.toLowerCase() ===
-      LogisticRegressionCVHandler.ALGO_NAME &&
+        LogisticRegressionCVHandler.ALGO_NAME &&
       !!data &&
       !!data[0] &&
       !!data[0]['summary']
@@ -61,7 +61,10 @@ export default class LogisticRegressionCVHandler extends BaseHandler {
         name: lookupDict[key],
         type: 'string',
       })),
-      data: data.summary['row_names'].map((key: any, i: number) => [key, ...keys.map((k) => `${data['summary'][k][i]}`)])
+      data: data.summary['row_names'].map((key: any, i: number) => [
+        key,
+        ...keys.map((k) => `${data['summary'][k][i]}`),
+      ]),
     };
   }
 
@@ -70,7 +73,10 @@ export default class LogisticRegressionCVHandler extends BaseHandler {
 
     return {
       name: 'Confusion matrix',
-      matrix: [[matrix['tp']], [matrix['fp']], [matrix['fn']], [matrix['tn']]],
+      matrix: [
+        [matrix['tp'], matrix['fp']],
+        [matrix['fn'], matrix['tn']],
+      ],
       xAxis: {
         categories: ['Positive', 'Negative'],
         label: 'Actual Values',
@@ -128,8 +134,10 @@ export default class LogisticRegressionCVHandler extends BaseHandler {
       this.getROC(improvedData),
     ];
 
-    results.filter((r) => !!r).forEach((r) => {
-      experiment.results.push(r);
-    });
+    results
+      .filter((r) => !!r)
+      .forEach((r) => {
+        experiment.results.push(r);
+      });
   }
 }