🔧 Various fixes

src/client/shared/utils/tradepaperback.utils.ts

@@ -0,0 +1,34 @@
+import Classifier from "ml-classify-text";
+
+export const detectTradePaperbacks = (deck: string): any => {
+  const classifier = new Classifier({ nGramMin: 2, nGramMax: 2 });
+  const positiveTPBIdentifiers = [
+    "trade paperbacks",
+    "TPB",
+    "paperback",
+    "hardcover",
+    "collects the following issues",
+    "collected issues",
+    "collecting the issues",
+    "collecting the following issues",
+    "collected editions",
+  ];
+  const negativeTPBIdentifiers = ["mini-series"];
+
+  classifier.train(positiveTPBIdentifiers, "Possibly a trade paperback");
+  classifier.train(negativeTPBIdentifiers, "Not a trade paperback");
+  if (deck) {
+
+  console.log("DEC", deck);
+    const predictions = classifier.predict(deck);
+
+    if (predictions.length) {
+      predictions.forEach((prediction) => {
+        console.log(`${prediction.label} (${prediction.confidence})`);
+        return prediction;
+      });
+    } else {
+      console.log("No predictions returned.");
+    }
+  }
+};

src/client/shared/utils/trainingData.json

@@ -0,0 +1,14 @@
+[
+    {"phrase": "Twelve issue mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Trade paperback collecting Jean Grey #7-11.", "result": {"paperback": 1}},
+    {"phrase": "Trade paperback collecting Iron Fist #6-7 & 73-77", "result": {"paperback   ": 1}},
+    {"phrase": "Collected Editions", "result": {"paperback": 1}},
+    {"phrase": "Six issue mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Four issue mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Seventy-two issue digital prequel to the Injustice 2 video game.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Total issues in this volume:50", "result": {"paperback": 1}},
+    {"phrase": "Five issue mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Digital mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Six issue mini-series.", "result": {"not_a_paperback": 1}},
+    {"phrase": "Six issue mini-series.", "result": {"not_a_paperback": 1}}
+  ]