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" + ], + "text/plain": [ + " TL TM TR ML MM MR BL BM BR class\n", + "0 2 2 2 2 1 1 2 1 1 True\n", + "1 2 2 2 2 1 1 1 2 1 True\n", + "2 2 2 2 2 1 1 1 1 2 True\n", + "3 2 2 2 2 1 1 1 0 0 True\n", + "4 2 2 2 2 1 1 0 1 0 True" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "# your code here" + "#Convert the categorical values to numeric in all columns\n", + "from sklearn.preprocessing import LabelEncoder\n", + "le = LabelEncoder()\n", + "columns = ['TL', 'TM', 'TR', 'ML', 'MM', 'MR', 'BL', 'BM', 'BR']\n", + "for c in columns:\n", + " df[c] = le.fit_transform(df[c])\n", + "df.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "x (958, 9)\n", + "y (958,)\n" + ] + } + ], + "source": [ + "#Separate the inputs and output.\n", + "X = df.drop(columns=['class'])\n", + "y = df['class']\n", + "\n", + "print('x ',X.shape)\n", + "print('y ',y.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 1.00322257 1.08495342 1.00322257 ... 1.00322257 -0.16731812\n", + " -0.28682739]\n", + " [ 1.00322257 1.08495342 1.00322257 ... -0.28682739 1.08495342\n", + " -0.28682739]\n", + " [ 1.00322257 1.08495342 1.00322257 ... -0.28682739 -0.16731812\n", + " 1.00322257]\n", + " ...\n", + " [-0.28682739 1.08495342 -0.28682739 ... 1.00322257 -0.16731812\n", + " 1.00322257]\n", + " [-0.28682739 1.08495342 -0.28682739 ... 1.00322257 -0.16731812\n", + " 1.00322257]\n", + " [-0.28682739 -0.16731812 1.00322257 ... -0.28682739 1.08495342\n", + " 1.00322257]]\n", + "0 True\n", + "1 True\n", + "2 True\n", + "3 True\n", + "4 True\n", + " ... \n", + "953 False\n", + "954 False\n", + "955 False\n", + "956 False\n", + "957 False\n", + "Name: class, Length: 958, dtype: bool\n" + ] + } + ], + "source": [ + "#Normalize the input data\n", + "from sklearn.preprocessing import StandardScaler\n", + "stdr = StandardScaler().fit(X)\n", + "X = stdr.transform(X)\n", + "print(X)\n", + "print(y)\n", + "#print('x ',X.shape)\n" ] }, { @@ -60,11 +385,162 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(718, 9)\n", + "(718,)\n", + "(240, 9)\n", + "(240,)\n" + ] + } + ], + "source": [ + "# your code here\n", + "# Split the training and test data.\n", + "from sklearn.model_selection import train_test_split\n", + "X_train, X_test, y_train, y_test = train_test_split(X,y)\n", + "\n", + "print(X_train.shape)\n", + "print(y_train.shape)\n", + "print(X_test.shape)\n", + "print(y_test.shape)\n", + "#print(y_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ - "# your code here" + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Dense\n", + "from tensorflow.keras.utils import to_categorical" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/30\n", + "90/90 [==============================] - 0s 933us/step - loss: 1.2226 - accuracy: 0.5947\n", + "Epoch 2/30\n", + "90/90 [==============================] - 0s 911us/step - loss: 0.5855 - accuracy: 0.7228\n", + "Epoch 3/30\n", + "90/90 [==============================] - 0s 900us/step - loss: 0.5220 - accuracy: 0.7632\n", + "Epoch 4/30\n", + "90/90 [==============================] - 0s 878us/step - loss: 0.4768 - accuracy: 0.7967\n", + "Epoch 5/30\n", + "90/90 [==============================] - 0s 911us/step - loss: 0.4309 - accuracy: 0.8259\n", + "Epoch 6/30\n", + "90/90 [==============================] - 0s 923us/step - loss: 0.3948 - accuracy: 0.8343\n", + "Epoch 7/30\n", + "90/90 [==============================] - 0s 889us/step - loss: 0.3610 - accuracy: 0.8719\n", + "Epoch 8/30\n", + "90/90 [==============================] - 0s 900us/step - loss: 0.3320 - accuracy: 0.8802\n", + "Epoch 9/30\n", + "90/90 [==============================] - 0s 900us/step - loss: 0.3068 - accuracy: 0.8858\n", + "Epoch 10/30\n", + "90/90 [==============================] - 0s 878us/step - loss: 0.2822 - accuracy: 0.8900\n", + "Epoch 11/30\n", + "90/90 [==============================] - 0s 889us/step - loss: 0.2708 - accuracy: 0.9039\n", + "Epoch 12/30\n", + "90/90 [==============================] - 0s 900us/step - loss: 0.2450 - accuracy: 0.9081\n", + "Epoch 13/30\n", + "90/90 [==============================] - 0s 889us/step - loss: 0.2305 - accuracy: 0.9220\n", + "Epoch 14/30\n", + "90/90 [==============================] - 0s 889us/step - loss: 0.2062 - accuracy: 0.9276\n", + "Epoch 15/30\n", + "90/90 [==============================] - 0s 922us/step - loss: 0.1763 - accuracy: 0.9401\n", + "Epoch 16/30\n", + "90/90 [==============================] - 0s 956us/step - loss: 0.1627 - accuracy: 0.9540\n", + "Epoch 17/30\n", + "90/90 [==============================] - 0s 956us/step - loss: 0.1436 - accuracy: 0.9596\n", + "Epoch 18/30\n", + "90/90 [==============================] - ETA: 0s - loss: 0.1300 - accuracy: 0.96 - 0s 911us/step - loss: 0.1310 - accuracy: 0.9652\n", + "Epoch 19/30\n", + "90/90 [==============================] - 0s 956us/step - loss: 0.1140 - accuracy: 0.9721\n", + "Epoch 20/30\n", + "90/90 [==============================] - 0s 967us/step - loss: 0.1001 - accuracy: 0.9735\n", + "Epoch 21/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.0890 - accuracy: 0.9791\n", + "Epoch 22/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.0804 - accuracy: 0.9916\n", + "Epoch 23/30\n", + "90/90 [==============================] - 0s 933us/step - loss: 0.0711 - accuracy: 0.9903\n", + "Epoch 24/30\n", + "90/90 [==============================] - 0s 867us/step - loss: 0.0613 - accuracy: 0.9944\n", + "Epoch 25/30\n", + "90/90 [==============================] - 0s 900us/step - loss: 0.0533 - accuracy: 0.9972\n", + "Epoch 26/30\n", + "90/90 [==============================] - 0s 933us/step - loss: 0.0482 - accuracy: 0.9972\n", + "Epoch 27/30\n", + "90/90 [==============================] - 0s 922us/step - loss: 0.0428 - accuracy: 0.9986\n", + "Epoch 28/30\n", + "90/90 [==============================] - 0s 911us/step - loss: 0.0378 - accuracy: 0.9986\n", + "Epoch 29/30\n", + "90/90 [==============================] - 0s 889us/step - loss: 0.0308 - accuracy: 1.0000\n", + "Epoch 30/30\n", + "90/90 [==============================] - 0s 900us/step - loss: 0.0289 - accuracy: 1.0000\n", + "8/8 [==============================] - 0s 1000us/step - loss: 0.2764 - accuracy: 0.8917\n" + ] + }, + { + "data": { + "text/plain": [ + "[0.2763564884662628, 0.8916666507720947]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Create a `Sequential` model\n", + "\n", + "# Build the model.\n", + "model = Sequential([ # as far as we know, all networks are sequential\n", + " Dense(64, activation='relu', input_shape=(9,)), # 784= 28*28 dense networks means all neurons in one layer are connected to all neuronsof the next layer\n", + " Dense(64, activation='relu'), # choosing relu instead of sigmoid, this is somewhat common\n", + " Dense(10, activation='softmax'), # the softmax actiavation is the last one to compensate for the high volume additions\n", + "])\n", + "\n", + "# Compile the model.\n", + "model.compile(\n", + " optimizer='adam', #here we could use stochastic gradient descent, but adam is a de facto standard\n", + " loss='sparse_categorical_crossentropy', #this is how we create the original blam to play the blame game\n", + " metrics=['accuracy'],\n", + ")\n", + "\n", + "\n", + "# Train the model.\n", + "#tmodel = model.fit(\n", + "# X_train,\n", + "# to_categorical(y_train), # just to make sure the outputs are not considered numeric (because, ya know, they are numbers...)\n", + "# epochs=5, # go 5 times through the whole dataset\n", + "# #batch_size=32, # send 32 images at a time before you tweak the network again, to make it faster\n", + "#)\n", + "\n", + "model.fit(X_train,y_train, batch_size=8, epochs=30)\n", + "\n", + "\n", + "# Evaluate the model.\n", + "#model.evaluate(\n", + "# X_test,\n", + "# to_categorical(y_test)\n", + "#)\n", + "model.evaluate(X_test,y_test)" ] }, { @@ -78,11 +554,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0 1 0 1 1]\n", + "655 False\n", + "616 True\n", + "701 False\n", + "471 True\n", + "35 True\n", + "Name: class, dtype: bool\n" + ] + } + ], "source": [ - "# your code here" + "# your code here\n", + "predictions = model.predict(X_test[:5])\n", + "print(np.argmax(predictions, axis=1))\n", + "print(y_test[:5])" ] }, { @@ -104,11 +597,131 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/30\n", + "90/90 [==============================] - 0s 989us/step - loss: 0.6878 - accuracy: 0.6630\n", + "Epoch 2/30\n", + "90/90 [==============================] - 0s 978us/step - loss: 0.5339 - accuracy: 0.7549\n", + "Epoch 3/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.4507 - accuracy: 0.8078\n", + "Epoch 4/30\n", + "90/90 [==============================] - 0s 978us/step - loss: 0.3945 - accuracy: 0.8440\n", + "Epoch 5/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.3078 - accuracy: 0.8872\n", + "Epoch 6/30\n", + "90/90 [==============================] - 0s 989us/step - loss: 0.2402 - accuracy: 0.9136\n", + "Epoch 7/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.2259 - accuracy: 0.9053\n", + "Epoch 8/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.1288 - accuracy: 0.9568\n", + "Epoch 9/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.1374 - accuracy: 0.9499\n", + "Epoch 10/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.0861 - accuracy: 0.9652\n", + "Epoch 11/30\n", + "90/90 [==============================] - 0s 989us/step - loss: 0.0929 - accuracy: 0.9763\n", + "Epoch 12/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.1621 - accuracy: 0.9526\n", + "Epoch 13/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.0628 - accuracy: 0.9889\n", + "Epoch 14/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.0689 - accuracy: 0.9805\n", + "Epoch 15/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.0686 - accuracy: 0.9763\n", + "Epoch 16/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.0145 - accuracy: 0.9958\n", + "Epoch 17/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.0118 - accuracy: 0.9944\n", + "Epoch 18/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 0.0015 - accuracy: 1.0000\n", + "Epoch 19/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 3.8732e-04 - accuracy: 1.0000\n", + "Epoch 20/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 2.7205e-04 - accuracy: 1.0000\n", + "Epoch 21/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 2.0975e-04 - accuracy: 1.0000\n", + "Epoch 22/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 1.6800e-04 - accuracy: 1.0000\n", + "Epoch 23/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 1.3843e-04 - accuracy: 1.0000\n", + "Epoch 24/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 1.1636e-04 - accuracy: 1.0000\n", + "Epoch 25/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 9.9200e-05 - accuracy: 1.0000\n", + "Epoch 26/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 8.6527e-05 - accuracy: 1.0000\n", + "Epoch 27/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 7.6115e-05 - accuracy: 1.0000\n", + "Epoch 28/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 6.7418e-05 - accuracy: 1.0000\n", + "Epoch 29/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 6.0127e-05 - accuracy: 1.0000\n", + "Epoch 30/30\n", + "90/90 [==============================] - 0s 1ms/step - loss: 5.3862e-05 - accuracy: 1.0000\n", + "8/8 [==============================] - 0s 1ms/step - loss: 0.0561 - accuracy: 0.9833\n" + ] + }, + { + "data": { + "text/plain": [ + "[0.056050438433885574, 0.9833333492279053]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "# your code here" + "# your code here\n", + "\n", + "import tensorflow as tf\n", + "#Create a `Sequential` model\n", + "\n", + "\n", + "# I added another layer\n", + "# Build the model.\n", + "model = Sequential([ # as far as we know, all networks are sequential\n", + " Dense(64, activation='relu', input_shape=(9,)), # 784= 28*28 dense networks means all neurons in one layer are connected to all neuronsof the next layer\n", + " Dense(64, activation='relu'), # choosing relu instead of sigmoid, this is somewhat common\n", + " Dense(64, activation='relu'), \n", + " Dense(10, activation='softmax'), # the softmax actiavation is the last one to compensate for the high volume additions\n", + "])\n", + "\n", + "opt = tf.keras.optimizers.Adam(learning_rate=0.01)\n", + "\n", + "\n", + "# Compile the model.\n", + "model.compile(\n", + " optimizer=opt, #here we could use stochastic gradient descent, but adam is a de facto standard\n", + " loss='sparse_categorical_crossentropy', #this is how we create the original blam to play the blame game\n", + " metrics=['accuracy'],\n", + ")\n", + "\n", + "\n", + "# Train the model.\n", + "#tmodel = model.fit(\n", + "# X_train,\n", + "# to_categorical(y_train), # just to make sure the outputs are not considered numeric (because, ya know, they are numbers...)\n", + "# epochs=5, # go 5 times through the whole dataset\n", + "# #batch_size=32, # send 32 images at a time before you tweak the network again, to make it faster\n", + "#)\n", + "\n", + "model.fit(X_train,y_train, batch_size=8, epochs=30)\n", + "\n", + "\n", + "# Evaluate the model.\n", + "#model.evaluate(\n", + "# X_test,\n", + "# to_categorical(y_test)\n", + "#)\n", + "model.evaluate(X_test,y_test)" ] }, { @@ -120,11 +733,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ - "# your answer here" + "# your answer here\n", + "# increasing the number of layers and decreasing the learining rate" ] } ], @@ -144,7 +758,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.6.10" } }, "nbformat": 4,