This commit is contained in:
Morten Hjorth-Jensen
2023-10-15 21:45:59 +02:00
parent bf9fa18a36
commit 295889032e
72 changed files with 733 additions and 506 deletions
Binary file not shown.
Binary file not shown.
Binary file not shown.
File diff suppressed because one or more lines are too long
@@ -1077,7 +1077,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_18986/953065564.py:4: RuntimeWarning: overflow encountered in exp\n",
"/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_31323/953065564.py:4: RuntimeWarning: overflow encountered in exp\n",
" return 1/(1 + np.exp(-x))\n"
]
},
@@ -1451,6 +1451,304 @@
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.0001\n",
"Lambda = 0.0001\n",
"Accuracy score on test set: 0.5944444444444444\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.0001\n",
"Lambda = 0.001\n",
"Accuracy score on test set: 0.5888888888888889\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.0001\n",
"Lambda = 0.01\n",
"Accuracy score on test set: 0.6111111111111112\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.0001\n",
"Lambda = 0.1\n",
"Accuracy score on test set: 0.5222222222222223\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.0001\n",
"Lambda = 1.0\n",
"Accuracy score on test set: 0.5555555555555556\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.0001\n",
"Lambda = 10.0\n",
"Accuracy score on test set: 0.8055555555555556\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.001\n",
"Lambda = 1e-05\n",
"Accuracy score on test set: 0.85\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.001\n",
"Lambda = 0.0001\n",
"Accuracy score on test set: 0.85\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.001\n",
"Lambda = 0.001\n",
"Accuracy score on test set: 0.875\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.001\n",
"Lambda = 0.01\n",
"Accuracy score on test set: 0.8666666666666667\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.001\n",
"Lambda = 0.1\n",
"Accuracy score on test set: 0.8638888888888889\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.001\n",
"Lambda = 1.0\n",
"Accuracy score on test set: 0.9555555555555556\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.001\n",
"Lambda = 10.0\n",
"Accuracy score on test set: 0.925\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.01\n",
"Lambda = 1e-05\n",
"Accuracy score on test set: 0.9472222222222222\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.01\n",
"Lambda = 0.0001\n",
"Accuracy score on test set: 0.9277777777777778\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.01\n",
"Lambda = 0.001\n",
"Accuracy score on test set: 0.9472222222222222\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.01\n",
"Lambda = 0.01\n",
"Accuracy score on test set: 0.9305555555555556\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.01\n",
"Lambda = 0.1\n",
"Accuracy score on test set: 0.9555555555555556\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.01\n",
"Lambda = 1.0\n",
"Accuracy score on test set: 0.7694444444444445\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.01\n",
"Lambda = 10.0\n",
"Accuracy score on test set: 0.19166666666666668\n",
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_31323/953065564.py:4: RuntimeWarning: overflow encountered in exp\n",
" return 1/(1 + np.exp(-x))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.1\n",
"Lambda = 1e-05\n",
"Accuracy score on test set: 0.10555555555555556\n",
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_31323/953065564.py:4: RuntimeWarning: overflow encountered in exp\n",
" return 1/(1 + np.exp(-x))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.1\n",
"Lambda = 0.0001\n",
"Accuracy score on test set: 0.08611111111111111\n",
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_31323/953065564.py:4: RuntimeWarning: overflow encountered in exp\n",
" return 1/(1 + np.exp(-x))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.1\n",
"Lambda = 0.001\n",
"Accuracy score on test set: 0.10555555555555556\n",
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_31323/953065564.py:4: RuntimeWarning: overflow encountered in exp\n",
" return 1/(1 + np.exp(-x))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.1\n",
"Lambda = 0.01\n",
"Accuracy score on test set: 0.08888888888888889\n",
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_31323/953065564.py:4: RuntimeWarning: overflow encountered in exp\n",
" return 1/(1 + np.exp(-x))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Learning rate = 0.1\n",
"Lambda = 0.1\n",
"Accuracy score on test set: 0.08611111111111111\n",
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_31323/953065564.py:4: RuntimeWarning: overflow encountered in exp\n",
" return 1/(1 + np.exp(-x))\n"
]
},
{
"ename": "KeyboardInterrupt",
"evalue": "",
Binary file not shown.

Before

Width:  |  Height:  |  Size: 13 KiB

After

Width:  |  Height:  |  Size: 13 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 18 KiB

After

Width:  |  Height:  |  Size: 18 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 26 KiB

After

Width:  |  Height:  |  Size: 26 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 27 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 19 KiB

After

Width:  |  Height:  |  Size: 19 KiB