updating data location
Browse files- wine-quality.ipynb +23 -23
wine-quality.ipynb
CHANGED
|
@@ -2,7 +2,7 @@
|
|
| 2 |
"cells": [
|
| 3 |
{
|
| 4 |
"cell_type": "markdown",
|
| 5 |
-
"id": "
|
| 6 |
"metadata": {},
|
| 7 |
"source": [
|
| 8 |
"# 1.0 Importing libraries"
|
|
@@ -11,7 +11,7 @@
|
|
| 11 |
{
|
| 12 |
"cell_type": "code",
|
| 13 |
"execution_count": 1,
|
| 14 |
-
"id": "
|
| 15 |
"metadata": {},
|
| 16 |
"outputs": [],
|
| 17 |
"source": [
|
|
@@ -35,20 +35,20 @@
|
|
| 35 |
{
|
| 36 |
"cell_type": "code",
|
| 37 |
"execution_count": 2,
|
| 38 |
-
"id": "
|
| 39 |
"metadata": {},
|
| 40 |
"outputs": [],
|
| 41 |
"source": [
|
| 42 |
"\"\"\"\n",
|
| 43 |
"Description: Specify data path\n",
|
| 44 |
"\"\"\"\n",
|
| 45 |
-
"data_path = r'data\\
|
| 46 |
]
|
| 47 |
},
|
| 48 |
{
|
| 49 |
"cell_type": "code",
|
| 50 |
"execution_count": 3,
|
| 51 |
-
"id": "
|
| 52 |
"metadata": {},
|
| 53 |
"outputs": [
|
| 54 |
{
|
|
@@ -205,7 +205,7 @@
|
|
| 205 |
{
|
| 206 |
"cell_type": "code",
|
| 207 |
"execution_count": 5,
|
| 208 |
-
"id": "
|
| 209 |
"metadata": {},
|
| 210 |
"outputs": [
|
| 211 |
{
|
|
@@ -229,7 +229,7 @@
|
|
| 229 |
{
|
| 230 |
"cell_type": "code",
|
| 231 |
"execution_count": 6,
|
| 232 |
-
"id": "
|
| 233 |
"metadata": {},
|
| 234 |
"outputs": [],
|
| 235 |
"source": [
|
|
@@ -242,7 +242,7 @@
|
|
| 242 |
{
|
| 243 |
"cell_type": "code",
|
| 244 |
"execution_count": 7,
|
| 245 |
-
"id": "
|
| 246 |
"metadata": {},
|
| 247 |
"outputs": [
|
| 248 |
{
|
|
@@ -395,7 +395,7 @@
|
|
| 395 |
{
|
| 396 |
"cell_type": "code",
|
| 397 |
"execution_count": 8,
|
| 398 |
-
"id": "
|
| 399 |
"metadata": {},
|
| 400 |
"outputs": [
|
| 401 |
{
|
|
@@ -419,7 +419,7 @@
|
|
| 419 |
{
|
| 420 |
"cell_type": "code",
|
| 421 |
"execution_count": 22,
|
| 422 |
-
"id": "
|
| 423 |
"metadata": {},
|
| 424 |
"outputs": [],
|
| 425 |
"source": [
|
|
@@ -429,7 +429,7 @@
|
|
| 429 |
{
|
| 430 |
"cell_type": "code",
|
| 431 |
"execution_count": 10,
|
| 432 |
-
"id": "
|
| 433 |
"metadata": {},
|
| 434 |
"outputs": [
|
| 435 |
{
|
|
@@ -465,7 +465,7 @@
|
|
| 465 |
{
|
| 466 |
"cell_type": "code",
|
| 467 |
"execution_count": 11,
|
| 468 |
-
"id": "
|
| 469 |
"metadata": {},
|
| 470 |
"outputs": [
|
| 471 |
{
|
|
@@ -490,7 +490,7 @@
|
|
| 490 |
{
|
| 491 |
"cell_type": "code",
|
| 492 |
"execution_count": 12,
|
| 493 |
-
"id": "
|
| 494 |
"metadata": {},
|
| 495 |
"outputs": [
|
| 496 |
{
|
|
@@ -515,7 +515,7 @@
|
|
| 515 |
{
|
| 516 |
"cell_type": "code",
|
| 517 |
"execution_count": 13,
|
| 518 |
-
"id": "
|
| 519 |
"metadata": {},
|
| 520 |
"outputs": [],
|
| 521 |
"source": [
|
|
@@ -528,7 +528,7 @@
|
|
| 528 |
{
|
| 529 |
"cell_type": "code",
|
| 530 |
"execution_count": 14,
|
| 531 |
-
"id": "
|
| 532 |
"metadata": {},
|
| 533 |
"outputs": [
|
| 534 |
{
|
|
@@ -555,7 +555,7 @@
|
|
| 555 |
{
|
| 556 |
"cell_type": "code",
|
| 557 |
"execution_count": 15,
|
| 558 |
-
"id": "
|
| 559 |
"metadata": {},
|
| 560 |
"outputs": [
|
| 561 |
{
|
|
@@ -583,7 +583,7 @@
|
|
| 583 |
{
|
| 584 |
"cell_type": "code",
|
| 585 |
"execution_count": 16,
|
| 586 |
-
"id": "
|
| 587 |
"metadata": {},
|
| 588 |
"outputs": [
|
| 589 |
{
|
|
@@ -610,7 +610,7 @@
|
|
| 610 |
{
|
| 611 |
"cell_type": "code",
|
| 612 |
"execution_count": 17,
|
| 613 |
-
"id": "
|
| 614 |
"metadata": {
|
| 615 |
"scrolled": true
|
| 616 |
},
|
|
@@ -637,7 +637,7 @@
|
|
| 637 |
{
|
| 638 |
"cell_type": "code",
|
| 639 |
"execution_count": 18,
|
| 640 |
-
"id": "
|
| 641 |
"metadata": {},
|
| 642 |
"outputs": [],
|
| 643 |
"source": [
|
|
@@ -647,7 +647,7 @@
|
|
| 647 |
{
|
| 648 |
"cell_type": "code",
|
| 649 |
"execution_count": 19,
|
| 650 |
-
"id": "
|
| 651 |
"metadata": {},
|
| 652 |
"outputs": [
|
| 653 |
{
|
|
@@ -683,7 +683,7 @@
|
|
| 683 |
{
|
| 684 |
"cell_type": "code",
|
| 685 |
"execution_count": 20,
|
| 686 |
-
"id": "
|
| 687 |
"metadata": {},
|
| 688 |
"outputs": [
|
| 689 |
{
|
|
@@ -719,7 +719,7 @@
|
|
| 719 |
{
|
| 720 |
"cell_type": "code",
|
| 721 |
"execution_count": 21,
|
| 722 |
-
"id": "
|
| 723 |
"metadata": {},
|
| 724 |
"outputs": [
|
| 725 |
{
|
|
@@ -746,7 +746,7 @@
|
|
| 746 |
{
|
| 747 |
"cell_type": "code",
|
| 748 |
"execution_count": null,
|
| 749 |
-
"id": "
|
| 750 |
"metadata": {},
|
| 751 |
"outputs": [],
|
| 752 |
"source": []
|
|
|
|
| 2 |
"cells": [
|
| 3 |
{
|
| 4 |
"cell_type": "markdown",
|
| 5 |
+
"id": "f5a6446e",
|
| 6 |
"metadata": {},
|
| 7 |
"source": [
|
| 8 |
"# 1.0 Importing libraries"
|
|
|
|
| 11 |
{
|
| 12 |
"cell_type": "code",
|
| 13 |
"execution_count": 1,
|
| 14 |
+
"id": "61408719",
|
| 15 |
"metadata": {},
|
| 16 |
"outputs": [],
|
| 17 |
"source": [
|
|
|
|
| 35 |
{
|
| 36 |
"cell_type": "code",
|
| 37 |
"execution_count": 2,
|
| 38 |
+
"id": "08422597",
|
| 39 |
"metadata": {},
|
| 40 |
"outputs": [],
|
| 41 |
"source": [
|
| 42 |
"\"\"\"\n",
|
| 43 |
"Description: Specify data path\n",
|
| 44 |
"\"\"\"\n",
|
| 45 |
+
"data_path = r'data\\winequality_red_label_mapped.csv'"
|
| 46 |
]
|
| 47 |
},
|
| 48 |
{
|
| 49 |
"cell_type": "code",
|
| 50 |
"execution_count": 3,
|
| 51 |
+
"id": "cb93ad31",
|
| 52 |
"metadata": {},
|
| 53 |
"outputs": [
|
| 54 |
{
|
|
|
|
| 205 |
{
|
| 206 |
"cell_type": "code",
|
| 207 |
"execution_count": 5,
|
| 208 |
+
"id": "5b2b1ebc",
|
| 209 |
"metadata": {},
|
| 210 |
"outputs": [
|
| 211 |
{
|
|
|
|
| 229 |
{
|
| 230 |
"cell_type": "code",
|
| 231 |
"execution_count": 6,
|
| 232 |
+
"id": "f00464b8",
|
| 233 |
"metadata": {},
|
| 234 |
"outputs": [],
|
| 235 |
"source": [
|
|
|
|
| 242 |
{
|
| 243 |
"cell_type": "code",
|
| 244 |
"execution_count": 7,
|
| 245 |
+
"id": "a28ee11e",
|
| 246 |
"metadata": {},
|
| 247 |
"outputs": [
|
| 248 |
{
|
|
|
|
| 395 |
{
|
| 396 |
"cell_type": "code",
|
| 397 |
"execution_count": 8,
|
| 398 |
+
"id": "5f24ef3b",
|
| 399 |
"metadata": {},
|
| 400 |
"outputs": [
|
| 401 |
{
|
|
|
|
| 419 |
{
|
| 420 |
"cell_type": "code",
|
| 421 |
"execution_count": 22,
|
| 422 |
+
"id": "b82ce2a0",
|
| 423 |
"metadata": {},
|
| 424 |
"outputs": [],
|
| 425 |
"source": [
|
|
|
|
| 429 |
{
|
| 430 |
"cell_type": "code",
|
| 431 |
"execution_count": 10,
|
| 432 |
+
"id": "d580569c",
|
| 433 |
"metadata": {},
|
| 434 |
"outputs": [
|
| 435 |
{
|
|
|
|
| 465 |
{
|
| 466 |
"cell_type": "code",
|
| 467 |
"execution_count": 11,
|
| 468 |
+
"id": "e50ad8b5",
|
| 469 |
"metadata": {},
|
| 470 |
"outputs": [
|
| 471 |
{
|
|
|
|
| 490 |
{
|
| 491 |
"cell_type": "code",
|
| 492 |
"execution_count": 12,
|
| 493 |
+
"id": "801f0bcf",
|
| 494 |
"metadata": {},
|
| 495 |
"outputs": [
|
| 496 |
{
|
|
|
|
| 515 |
{
|
| 516 |
"cell_type": "code",
|
| 517 |
"execution_count": 13,
|
| 518 |
+
"id": "0b86718f",
|
| 519 |
"metadata": {},
|
| 520 |
"outputs": [],
|
| 521 |
"source": [
|
|
|
|
| 528 |
{
|
| 529 |
"cell_type": "code",
|
| 530 |
"execution_count": 14,
|
| 531 |
+
"id": "a313ac10",
|
| 532 |
"metadata": {},
|
| 533 |
"outputs": [
|
| 534 |
{
|
|
|
|
| 555 |
{
|
| 556 |
"cell_type": "code",
|
| 557 |
"execution_count": 15,
|
| 558 |
+
"id": "60ca6989",
|
| 559 |
"metadata": {},
|
| 560 |
"outputs": [
|
| 561 |
{
|
|
|
|
| 583 |
{
|
| 584 |
"cell_type": "code",
|
| 585 |
"execution_count": 16,
|
| 586 |
+
"id": "01e7a3d5",
|
| 587 |
"metadata": {},
|
| 588 |
"outputs": [
|
| 589 |
{
|
|
|
|
| 610 |
{
|
| 611 |
"cell_type": "code",
|
| 612 |
"execution_count": 17,
|
| 613 |
+
"id": "f1476c2c",
|
| 614 |
"metadata": {
|
| 615 |
"scrolled": true
|
| 616 |
},
|
|
|
|
| 637 |
{
|
| 638 |
"cell_type": "code",
|
| 639 |
"execution_count": 18,
|
| 640 |
+
"id": "80a7a3b4",
|
| 641 |
"metadata": {},
|
| 642 |
"outputs": [],
|
| 643 |
"source": [
|
|
|
|
| 647 |
{
|
| 648 |
"cell_type": "code",
|
| 649 |
"execution_count": 19,
|
| 650 |
+
"id": "80130bd0",
|
| 651 |
"metadata": {},
|
| 652 |
"outputs": [
|
| 653 |
{
|
|
|
|
| 683 |
{
|
| 684 |
"cell_type": "code",
|
| 685 |
"execution_count": 20,
|
| 686 |
+
"id": "5855debb",
|
| 687 |
"metadata": {},
|
| 688 |
"outputs": [
|
| 689 |
{
|
|
|
|
| 719 |
{
|
| 720 |
"cell_type": "code",
|
| 721 |
"execution_count": 21,
|
| 722 |
+
"id": "083c7ece",
|
| 723 |
"metadata": {},
|
| 724 |
"outputs": [
|
| 725 |
{
|
|
|
|
| 746 |
{
|
| 747 |
"cell_type": "code",
|
| 748 |
"execution_count": null,
|
| 749 |
+
"id": "ed2b80bf",
|
| 750 |
"metadata": {},
|
| 751 |
"outputs": [],
|
| 752 |
"source": []
|