images_added_2

vanshilshah97 · Jan 6, 2021 · 7bf1276 · 7bf1276
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commit 7bf1276
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Showing 4 changed files with 43 additions and 6 deletions.
diff --git a/images/feature_importance_rf.png b/images/feature_importance_rf.png
diff --git a/images/ffeature_coeff_logreg_2.png b/images/ffeature_coeff_logreg_2.png
diff --git a/images/final_plot_analysis.png b/images/final_plot_analysis.png
diff --git a/zf_task_code_submit.ipynb b/zf_task_code_submit.ipynb
@@ -789,7 +789,7 @@
  "cell_type": "markdown",
  "metadata": {},
  "source": [
- "#### For a visual analysis, I have plotted the trends of pressure, volt , rotation and vibration w.r.t time and when failures happen. The plots are not following any genreal trend which we would be able to implement. For example: Like finding a certain threshld above which failure happens. Even after zoomin in."
+ "#### For a visual analysis, I have plotted the trends of pressure, volt , rotation and vibration w.r.t time and when failures happen. The plots are not following any genreal trend which we would be able to implement. For example: Like finding a certain threshld above which failure happens."
  ]
  },
  {
@@ -2871,7 +2871,7 @@
  "cell_type": "markdown",
  "metadata": {},
  "source": [
- "![cf_logreg](https://raw.githubusercontent.com/vanshilshah97/pred_maint_zf/main/images/cf_logreg.png)"
+ "![cf_logreg](https://raw.githubusercontent.com/vanshilshah97/pred_maint_zf/main/images/cf_logreg_2.png)"
  ]
  },
  {
@@ -2986,14 +2986,14 @@
  "metadata": {},
  "outputs": [],
  "source": [
- "plot_confusion_matrix(svc, x_test_subset, y_test_subset,normalize='true',cmap=plt.cm.Blues,display_labels=class_names) "
+ "plot_confusion_matrix(svc, x_test_subset, y_test_subset,cmap=plt.cm.Blues,display_labels=class_names) "
  ]
  },
  {
  "cell_type": "markdown",
  "metadata": {},
  "source": [
- "![cf_svm](https://raw.githubusercontent.com/vanshilshah97/pred_maint_zf/main/images/cf_svm.png)"
+ "![cf_svm](https://raw.githubusercontent.com/vanshilshah97/pred_maint_zf/main/images/cf_svm_2.png)"
  ]
  },
  {
@@ -3061,14 +3061,14 @@
  "metadata": {},
  "outputs": [],
  "source": [
- "plot_confusion_matrix(xgb, x_test_subset, y_test_subset,normalize='true',cmap=plt.cm.Blues,display_labels=class_names) "
+ "plot_confusion_matrix(xgb, x_test_subset, y_test_subset,cmap=plt.cm.Blues,display_labels=class_names) "
  ]
  },
  {
  "cell_type": "markdown",
  "metadata": {},
  "source": [
- "![cf_bossting](https://raw.githubusercontent.com/vanshilshah97/pred_maint_zf/main/images/cf_boosting.png)"
+ "![cf_bossting](https://raw.githubusercontent.com/vanshilshah97/pred_maint_zf/main/images/cf_boosting_2.png)"
  ]
  },
  {
@@ -3122,6 +3122,43 @@
  "#### 0.5334906278673482"
  ]
  },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "plot_confusion_matrix(random_forest, x_test_subset, y_test_subset,cmap=plt.cm.Blues,display_labels=class_names) "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "![cf_bossting](https://raw.githubusercontent.com/vanshilshah97/pred_maint_zf/main/images/cf_random_forest_2.png)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
  {
  "cell_type": "markdown",
  "metadata": {},