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Update for changes in TensorFlow 2.6 #89

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Update for changes in TensorFlow 2.6 #89

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9 changes: 6 additions & 3 deletions ml/testing-debugging/testing-debugging-classification.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -979,7 +979,8 @@
},
"source": [
"from sklearn.metrics import classification_report\n",
"mnistPred = model.predict_classes(x = mnistData)\n",
"mnistPred = model.predict(x = mnistData)\n",
"mnistPred_classes=np.argmax(mnistPred,axis=1)\n"
"print(classification_report(mnistLabels, mnistPred))"
],
"execution_count": 0,
Expand Down Expand Up @@ -1047,7 +1048,8 @@
" \n",
" def testStd(self):\n",
" y = model.predict(mnistData)\n",
" yStd = np.std(y)\n",
" yClasses = np.argmax(y,axis=1)\n"
" yStd = np.std(yClasses)\n",
" yStdActual = np.std(mnistLabels)\n",
" deltaStd = 0.05\n",
" errorMsg = 'Std. dev. of predicted values ' + str(yStd) + \\\n",
Expand All @@ -1057,7 +1059,8 @@
"\n",
" def testMean(self):\n",
" y = model.predict(mnistData)\n",
" yMean = np.mean(y)\n",
" yClasses = np.argmax(y,axis=1)\n"
" yMean = np.mean(yClasses)\n",
" yMeanActual = np.mean(mnistLabels)\n",
" deltaMean = 0.05\n",
" errorMsg = 'Mean of predicted values ' + str(yMean) + \\\n",
Expand Down