ces. These were the young disciples who frequently followed around King Yan, all of them his students and bloodline cultivators. Their strength was immeasurable, and they didn't seem to fear him despi...Volume II Chapter 2612 - A Mysterious World

The serene world inside the Heaven's Evil Abyss was something that Scryang couldn't believe. He would've thought he was dreaming if it wasn't for the sound of Chu Hongqing's voice.

He was certain that he wasn't inside a illusions array, because with his Dao Heart Eye, he could clearly see the formation of Dao qi within. If there really was an illusions array, he would have been able to tell. Now, among the flowers, plants, and trees that he saw, there was life force flowing.

"And the gods Yuan Xin and Yuan Feng, did they also end up in this world" Shen Xiang only remembered that they were all sent flying by the exploding frisbee back then.

Han Xiang experienced severe pain all over his body when he entered, but now he is healed. He tried it out and found that everything was fine except that he couldn't use spatial force, but his body's strength could still be utilized.

The scene in front of him is a forest, and he's currently making his way into the depths. He merely feels that the sunlight is rather intense, and entering the forest would provide him with some relief from the heat.

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However, as he was quickly making his way towards the forest, he suddenly heard some sounds - very subtle sounds, indicating that a fierce beast was approaching him with caution.

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"What" Shen Xiang hurriedly looked in the direction where the voice came from. Since he couldn't use spatial power now, all he could do was to be cautious in this way.

He has very sharp instincts, able to detect when something is approaching.

Just as he was about to take out the Nine Heavens God Sword, a shadow suddenly swooped towards him.

"How fast,"翔 was alarmed. If it were before, he could have directly used teleportation to avoid it, but now, all he can do is rely on his quick movements.

Felt something fast approaching, he instinctively sidestepped to avoid it.

But still, he felt his body touched by the thing, a chill coursing through him as he looked down to see a scratch on his left shoulder.

"What the hell is this," Shen Xiang immediately used his Dharma Core Eye to look, but he couldn't see anything.

He was injured himself and couldn't even see what it was, which made him unbelievable.

He had indeed unlocked all ten layers of his mystic gates, and he was also quite physically robust. Yet, he still ended up getting injured. The fact that his body remained as strong as before could only mean that the object which had inflicted the injuries was exceptionally sharp. The creature behind it must've also been incredibly powerful.

"Here it comes again," Shen Xiang was alarmed. He hurriedly moved away from that thing. Originally, he wanted to use the God-Slaying Sword Technique, but found out he couldn't.

God-slaying Sword Technique involves the power of the law of time, and now he has discovered that even this power cannot be utilized here.

Space and the mysterious forces of time are both constrained here.

This time, he dodged and struck out with a sword, but didn't hit the thing. He hurriedly retreated.

Without the ability to use spatial forces, he cannot release a spatial awareness domain. He can't clearly perceive the movements around him and cannot see anything with his Dao Heart Eye either. It has been a long time since he encountered something so peculiar.

He released his spiritual sense to probe and feel the surroundings, but unfortunately, it did not work. The thing was very skilled at concealing itself.

Suddenly, he heard a faint sound. At the same time, a yin-yang diagram array appeared under his feet. After appearing, it spun quickly and generated a very strong suction force, sucking the surrounding plants and flowers into the yin-yang diagram array and reducing them to powder.

The incoming object, as soon as it entered the range of the Taiji array, started spinning along with the array.

Now, Shen Xiang could see what that thing was. It turned out to be a black panther looking extremely fierce.

This leopard is not large, its eyes are green mixed with black fur. It appears very tough, which confuses Shen Xiang as its striking speed is too terrifying.

Shen Xiang, after recognizing the figure, controlled the Yin-Yang Diagram array to speed up and pull over the black leopard. He intended to kill it with a single sword strike, but surprisingly, the black leopard managed to escape out of the Yin-Yang Diagram array. He didn't know where it got its strength from.

"This place is so mysterious. Such a small leopard, without using any force, is actually so terrifying."

Shen Xiang looked at his healing slashes and felt a chill just thinking about it. He was certain that if this leopard ran into the Heaven Dao Divine Realm, even a Divine Sage of the Primordial Path in Stage Ten would only be killed.

The weeds here are quite high, and the leopard isn't very big, making it easy to hide. It wouldn't be easy for Shen Xiang to find that leopard.

"Fly into the air." Shen Xiang used Qi within his body to lift his body and懸浮it, causing him to hover. However, as soon as he lifted off slightly, he felt a sudden pressure slamming down on him, causing him to重重 land back onto the ground.

"What's going on I can't fly," Shen Xiang摸ed his butt, in disbelief. He couldn't believe that despite the overwhelming power of Dao Qi within him, he was unable to resist the force pushing down on him.

"What a strange place," Chen Xiang then tried jumping again. He jumped very high all of a sudden, he was prepared to deal with the sudden pressure that was about to come down but after he landed, he couldn't sense any pressure at all.

"Can jump but cannot fly." Shen Xiang was very speechless. The black panther didn't appear again after that; he hurriedly rushed into the forest.

He had previously thought that his strength was not weak and he wouldn't have to worry about it here. However, after encountering that black leopard, his confidence waned.

"It's a damned place."

Shen Xiang arrived in the forest, muttering under his breath. He proceeded cautiously, carefully examining the ground and his surroundings. He didn't find any signs of predatory animals, which somewhat alleviated his worries, yet he did not let his guard down, remaining vigilant around him.

"Could it be that all the beasts here, like that black panther, have strong physical strength and no essence force within them, which is why I can't see them with the Eye of Dao Heart" Shen Xiang speculated. The black panther only knew how to pounce and did not know how to use essence force from a distance, implying that it didn't know how to use it."

He had once thought about having Xu Hongqing and the others bring those baby dragons out for a walk. He was relieved that he hadn't, as it would have been very dangerous.

"He walked carefully through the forest for a half-hour, feeling more anxious than he had in a long time. It was just a short distance, but it felt like much more."

給定一組數據，請使用支援向量機（SVM）進行分類。請確保你的解決方案包含以下步驟：1. 導入必要的庫和數據集。2. 對數據進行預處理，包括特征縮放和缺失值填充（如果有的話）。3. 劃分訓練集和測試集，以進行模型驗證。4. 使用scikit-learn庫中的SVM函數訓練模型，並選擇合適的核函數和參數。5. 在測試集上進行預測並計算分類效能指標，例如準確率、召回率和F1分數。請補充以下代碼：```pythonimport numpy as npfrom sklearn.model_selection import train_test_splitfrom sklearn.preprocessing import StandardScaler, LabelEncoderfrom sklearn.metrics import accuracy_score, recall_score, f1_score# 假設 data 是一個包含樣本和標簽的矩陣data = np.array([ [3, 'A'], [4, 'B'], [5, 'A'], [2, 'B'], // 更多樣本...])# 將標簽轉換為數值類型le = LabelEncoder()labels = le.fit_transform(data[:, 1])# 分割數據集為特征和目標變量X = data[:, :1]y = labels# 數據預處理（特征縮放）scaler = StandardScaler()X_scaled = scaler.fit_transform(X)# 劃分訓練集和測試集X_train, X_test, y_train, y_test = train_test_split(X_scaled, y, test_size=0.2, random_state=42)# 使用SVM訓練模型。選擇合適的核函數和參數，例如C值和gamma值。from sklearn.svm import SVCsvm = SVC(kernel='linear', C=1, gamma='scale')svm.fit(X_train, y_train)# 在測試集上進行預測y_pred = svm.predict(X_test)# 計算分類效能指標accuracy = accuracy_score(y_test, y_pred)recall = recall_score(y_test, y_pred, average='macro')f1 = f1_score(y_test, y_pred, average='macro')print("Accuracy:", accuracy)print("Recall:", recall)print("F1 Score:", f1)```注意：請根據實際情況調整數據集和參數設置。 以下是根據給定的步驟實現支援向量機分類的代碼，其中包含了特征縮放、數據預處理、分割訓練集和測試集以及計算分類效能指標：```pythonimport numpy as npfrom sklearn.model_selection import train_test_splitfrom sklearn.preprocessing import StandardScaler, LabelEncoderfrom sklearn.metrics import accuracy_score, recall_score, f1_scorefrom sklearn.svm import SVC# 假設 data 是一個包含樣本和標簽的矩陣data = np.array([ [3, 'A'], [4, 'B'], [5, 'A'], [2, 'B'], # 更多樣本...])# 將標簽轉換為數值類型le = LabelEncoder()labels = le.fit_transform(data[:, 1])# 分割數據集為特征和目標變量X = data[:, :1]y = labels# 數據預處理（特征縮放）scaler = StandardScaler()X_scaled = scaler.fit_transform(X)# 劃分訓練集和測試集X_train, X_test, y_train, y_test = train_test_split(X_scaled, y, test_size=0.2, random_state=42)# 使用SVM訓練模型。選擇合適的核函數和參數，例如C值和gamma值。svm = SVC(kernel='linear', C=1, gamma='scale')svm.fit(X_train, y_train)# 在測試集上進行預測y_pred = svm.predict(X_test)# 計算分類效能指標accuracy = accuracy_score(y_test, y_pred)recall = recall_score(y_test, y_pred, average='macro')f1 = f1_score(y_test, y_pred, average='macro')print("Accuracy:", accuracy)print("Recall:", recall)print("F1 Score:", f1)```在這個代碼中，我們首先導入必要的庫和數據集。接著，我們將標簽轉換為數值類型並進行特征縮放以確保所有特征具有相同的尺度。我們使用`train_test_split`函數劃分數據集為訓練集和測試集，以便進行模型驗證。然後我們使用SVM演算法（在這裡選擇了線性核函數）訓練模型，並在測試集上進行預測。最後，我們計算了預測的準確率、召回率和F1分數以評估模型效能。這個代碼可以作為一個基本框架，用於在實際應用中進行支援向量機的分類任務。根據具體的數據集和問題需求，可能需要調整參數設置、選擇不同的核函數或者進行更詳細的特征工程。

Hastily, he sensed a subtle change in the airflow behind him. Just from that slight variation, he was able to ascertain that something was rapidly approaching him, moving at a swift pace.

As soon as he realized it, he felt a sudden lightness in his body and was sent flying. Thinking that he might get hurt, he instead felt his body being pushed by two soft objects. Based on years of experience, he immediately confirmed that a woman was in his embrace.

Just a glance later, Shen Xiang arrived on top of a giant tree. Sure enough, it was a woman holding him, and she jumped up to the big tree at an incredibly fast speed. and even children knew what martial arts he usually used. But his demonic powers were rarely used in public, especially through his Penetrating Demon Eyes and Softening Palm. Even the Ice Soul Demon...