diff notebooks/sensitivity_experiment.ipynb @ 73:92a5e280946d branch-tests

?

--- a/notebooks/sensitivity_experiment.ipynb	Fri Sep 22 18:09:01 2017 +0100
+++ b/notebooks/sensitivity_experiment.ipynb	Fri Sep 22 20:36:30 2017 +0100
@@ -3,7 +3,9 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stderr",
@@ -47,7 +49,9 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "data": {
@@ -68,7 +72,9 @@
   {
    "cell_type": "code",
    "execution_count": 48,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -278,7 +284,9 @@
   {
    "cell_type": "code",
    "execution_count": 52,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -447,7 +455,9 @@
   {
    "cell_type": "code",
    "execution_count": 56,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "data": {
@@ -470,7 +480,9 @@
   {
    "cell_type": "code",
    "execution_count": 8,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "data": {
@@ -729,7 +741,9 @@
   {
    "cell_type": "code",
    "execution_count": 47,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -828,7 +842,9 @@
   {
    "cell_type": "code",
    "execution_count": 59,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -4575,7 +4591,9 @@
   {
    "cell_type": "code",
    "execution_count": 21,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -4791,13 +4809,7 @@
       "105           Sudan  0.045455         66           3\n",
       "120      Kazakhstan  0.045455         88           4\n",
       "writing file\n",
-      "iteration 7\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "iteration 7\n",
       "classifying...\n",
       "/import/c4dm-04/mariap/train_data_melodia_8_7.pickle\n",
       "0.179777654473\n",
@@ -4931,7 +4943,9 @@
   {
    "cell_type": "code",
    "execution_count": 52,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -5133,13 +5147,7 @@
       "105           Sudan  0.045455         66           3\n",
       "120      Kazakhstan  0.045455         88           4\n",
       "writing file\n",
-      "iteration 7\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "iteration 7\n",
       "(8048, 381) (8048,)\n",
       "detecting outliers...\n",
       "most outliers \n",
@@ -5263,7 +5271,9 @@
   {
    "cell_type": "code",
    "execution_count": 67,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -5444,13 +5454,7 @@
       "105                             Sudan  0.055556         54           3\n",
       "writing file\n",
       "iteration 6\n",
-      "/import/c4dm-04/mariap/lda_data_melodia_8.pickle\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "/import/c4dm-04/mariap/lda_data_melodia_8.pickle\n",
       "(6560, 380) (6560,)\n",
       "detecting outliers...\n",
       "most outliers \n",
@@ -5627,7 +5631,9 @@
   {
    "cell_type": "code",
    "execution_count": 69,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "data": {
@@ -5654,7 +5660,9 @@
   {
    "cell_type": "code",
    "execution_count": 70,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -5709,7 +5717,9 @@
   {
    "cell_type": "code",
    "execution_count": 71,
-   "metadata": {},
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "from scipy.stats import kendalltau\n",
@@ -5727,7 +5737,9 @@
   {
    "cell_type": "code",
    "execution_count": 72,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -5744,7 +5756,9 @@
   {
    "cell_type": "code",
    "execution_count": 80,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -5773,7 +5787,9 @@
   {
    "cell_type": "code",
    "execution_count": 81,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -5808,7 +5824,9 @@
   {
    "cell_type": "code",
    "execution_count": 76,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "data": {
@@ -5828,7 +5846,9 @@
   {
    "cell_type": "code",
    "execution_count": 97,
-   "metadata": {},
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "# majority voting + precision at K (top5?)\n",
@@ -5840,7 +5860,9 @@
   {
    "cell_type": "code",
    "execution_count": 98,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "data": {
@@ -5906,7 +5928,9 @@
   {
    "cell_type": "code",
    "execution_count": 99,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "data": {
@@ -6055,7 +6079,9 @@
   {
    "cell_type": "code",
    "execution_count": 102,
-   "metadata": {},
+   "metadata": {
+    "collapsed": false
+   },
    "outputs": [
     {
      "data": {
@@ -6107,7 +6133,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython2",
-   "version": "2.7.12"
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,