Shalom Halevy shalevy1

## movie_reduced.csv
text,label
"This has to be the ultimate chick flick ever. We taped it off the T.V. years ago and I've watched it about 30 times over the years. I hadn't seen it for about 12 years and just recently watched this movie. I'm not lying, I cried from the opening credits to the ending credits. This movie truly tears your heart out, even if you don't have children.",1
"This meandering tale of mob revenge is simply not very interesting, even with Ed McMahon in a ripe role as the chief heavy. Jim Brown kicks ass effectively, Gloria Hendry proves again that she can bring life to even the poorest roles, and Brock Peters is decent as The Cop Who Plays By the Book. It's still dull and badly constructed, and even the print shown on cable is now emasculated of its original James Brown score.",0
"This movie includes one of the best characters and dialog that Crispin Glover has ever played. Uma Thurman and Suzy Amis are also great in this movie, but Crispin makes it a great depiction of young people trying to make it in New Y

## clustering_hierarchical_kmeans.ipynb

      
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                shalevy1
                / clustering_hierarchical_kmeans.ipynb
            
            
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              December 29, 2022 22:21
                — forked from fmnobar/clustering_hierarchical_kmeans.ipynb
            
              
                clustering_hierarchical_kmeans
              
          
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## credit_cards.csv
CUST_ID,BALANCE,BALANCE_FREQUENCY,PURCHASES,ONEOFF_PURCHASES,INSTALLMENTS_PURCHASES,CASH_ADVANCE,PURCHASES_FREQUENCY,ONEOFF_PURCHASES_FREQUENCY,PURCHASES_INSTALLMENTS_FREQUENCY,CASH_ADVANCE_FREQUENCY,CASH_ADVANCE_TRX,PURCHASES_TRX,CREDIT_LIMIT,PAYMENTS,MINIMUM_PAYMENTS,PRC_FULL_PAYMENT,TENURE
C10001,40.900749,0.818182,95.4,0,95.4,0,0.166667,0,0.083333,0,0,2,1000,201.802084,139.509787,0,12
C10002,3202.467416,0.909091,0,0,0,6442.945483,0,0,0,0.25,4,0,7000,4103.032597,1072.340217,0.222222,12
C10003,2495.148862,1,773.17,773.17,0,0,1,1,0,0,0,12,7500,622.066742,627.284787,0,12
C10004,1666.670542,0.636364,1499,1499,0,205.788017,0.083333,0.083333,0,0.083333,1,1,7500,0,,0,12
C10005,817.714335,1,16,16,0,0,0.083333,0.083333,0,0,0,1,1200,678.334763,244.791237,0,12
C10006,1809.828751,1,1333.28,0,1333.28,0,0.666667,0,0.583333,0,0,8,1800,1400.05777,2407.246035,0,12
C10007,627.260806,1,7091.01,6402.63,688.38,0,1,1,1,0,0,64,13500,6354.314328,198.065894,1,12
C10008,1823.652743,1,436.2,0,436.2,0,1,0,1,0,0,12,2300,679.065082,532

## wine-quality-white-and-red.csv

          
            type
            fixed acidity
            volatile acidity
            citric acid
            residual sugar
            chlorides
            free sulfur dioxide
            total sulfur dioxide
            density
            pH
            sulphates
            alcohol
            quality

            
              white
              7
              0.27
              0.36
              20.7
              0.045
              45
              170
              1.001
              3
              0.45
              8.8
              6

            
              white
              6.3
              0.3
              0.34
              1.6
              0.049
              14
              132
              0.994
              3.3
              0.49
              9.5
              6

            
              white
              8.1
              0.28
              0.4
              6.9
              0.05
              30
              97
              0.9951
              3.26
              0.44
              10.1
              6

            
              white
              7.2
              0.23
              0.32
              8.5
              0.058
              47
              186
              0.9956
              3.19
              0.4
              9.9
              6

            
              white
              7.2
              0.23
              0.32
              8.5
              0.058
              47
              186
              0.9956
              3.19
              0.4
              9.9
              6

            
              white
              8.1
              0.28
              0.4
              6.9
              0.05
              30
              97
              0.9951
              3.26
              0.44
              10.1
              6

            
              white
              6.2
              0.32
              0.16
              7
              0.045
              30
              136
              0.9949
              3.18
              0.47
              9.6
              6

            
              white
              7
              0.27
              0.36
              20.7
              0.045
              45
              170
              1.001
              3
              0.45
              8.8
              6

            
              white
              6.3
              0.3
              0.34
              1.6
              0.049
              14
              132
              0.994
              3.3
              0.49
              9.5
              6

## DecisionTrees.ipynb

      
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                shalevy1
                / DecisionTrees.ipynb
            
            
              Created
              December 29, 2022 22:20
                — forked from fmnobar/DecisionTrees.ipynb
            
              
                Decision Trees
              
          
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## Classification_KNN_NB_LR.ipynb

      
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                / Classification_KNN_NB_LR.ipynb
            
            
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              December 29, 2022 22:20
                — forked from fmnobar/Classification_KNN_NB_LR.ipynb
            
              
                Classification_KNN-NB-LR
              
          
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## DelayedFlights_JFK.csv
,Year,Month,DayofMonth,DayOfWeek,DepTime,CRSDepTime,ArrTime,CRSArrTime,UniqueCarrier,FlightNum,TailNum,ActualElapsedTime,CRSElapsedTime,AirTime,ArrDelay,DepDelay,Origin,Dest,Distance,TaxiIn,TaxiOut,Cancelled,CancellationCode,Diverted,CarrierDelay,WeatherDelay,NASDelay,SecurityDelay,LateAircraftDelay
129224,2008,1,1,2,945.0,935,1135.0,1118,YV,2614,N939LR,110.0,103.0,79.0,17.0,10.0,CLT,JFK,541,17.0,14.0,0,N,0,17.0,0.0,0.0,0.0,0.0
129920,2008,1,2,3,1010.0,935,1155.0,1118,YV,2614,N914FJ,105.0,103.0,72.0,37.0,35.0,CLT,JFK,541,4.0,29.0,0,N,0,37.0,0.0,0.0,0.0,0.0
129921,2008,1,2,3,1436.0,1325,1611.0,1516,YV,2622,N905FJ,95.0,111.0,73.0,55.0,71.0,CLT,JFK,541,8.0,14.0,0,N,0,0.0,0.0,55.0,0.0,0.0
130192,2008,1,2,3,1645.0,1559,1905.0,1803,YV,2619,N905FJ,140.0,124.0,91.0,62.0,46.0,JFK,CLT,541,5.0,44.0,0,N,0,0.0,0.0,62.0,0.0,0.0
130193,2008,1,2,3,645.0,620,905.0,822,YV,2629,N914FJ,140.0,122.0,99.0,43.0,25.0,JFK,CLT,541,12.0,29.0,0,N,0,43.0,0.0,0.0,0.0,0.0
130194,2008,1,2,3,1220.0,1205,1425.0,1354,YV,2685,N914FJ,125.0,109.0,

## linearRegression.ipynb

      
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                shalevy1
                / linearRegression.ipynb
            
            
              Created
              December 29, 2022 22:17
                — forked from fmnobar/linearRegression.ipynb
            
              
                Linear Regression
              
          
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## wine.csv

          
            class
            alcohol
            malic_acid
            ash
            alcalinity_of_ash
            magnesium
            total_phenols
            flavanoids
            nonflavanoid_phenols
            proanthocyanins
            color_intensity
            hue
            OD280/OD315_of_diluted_wines
            proline

            
              1
              14.23
              1.71
              2.43
              15.6
              127
              2.8
              3.06
              0.28
              2.29
              5.64
              1.04
              3.92
              1065

            
              1
              13.2
              1.78
              2.14
              11.2
              100
              2.65
              2.76
              0.26
              1.28
              4.38
              1.05
              3.4
              1050

            
              1
              13.16
              2.36
              2.67
              18.6
              101
              2.8
              3.24
              0.3
              2.81
              5.68
              1.03
              3.17
              1185

            
              1
              14.37
              1.95
              2.5
              16.8
              113
              3.85
              3.49
              0.24
              2.18
              7.8
              0.86
              3.45
              1480

            
              1
              13.24
              2.59
              2.87
              21.0
              118
              2.8
              2.69
              0.39
              1.82
              4.32
              1.04
              2.93
              735

            
              1
              14.2
              1.76
              2.45
              15.2
              112
              3.27
              3.39
              0.34
              1.97
              6.75
              1.05
              2.85
              1450

            
              1
              14.39
              1.87
              2.45
              14.6
              96
              2.5
              2.52
              0.3
              1.98
              5.25
              1.02
              3.58
              1290

            
              1
              14.06
              2.15
              2.61
              17.6
              121
              2.6
              2.51
              0.31
              1.25
              5.05
              1.06
              3.58
              1295

            
              1
              14.83
              1.64
              2.17
              14.0
              97
              2.8
              2.98
              0.29
              1.98
              5.2
              1.08
              2.85
              1045

## .block
license: gpl-3.0
	text,label
	"This has to be the ultimate chick flick ever. We taped it off the T.V. years ago and I've watched it about 30 times over the years. I hadn't seen it for about 12 years and just recently watched this movie. I'm not lying, I cried from the opening credits to the ending credits. This movie truly tears your heart out, even if you don't have children.",1
	"This meandering tale of mob revenge is simply not very interesting, even with Ed McMahon in a ripe role as the chief heavy. Jim Brown kicks ass effectively, Gloria Hendry proves again that she can bring life to even the poorest roles, and Brock Peters is decent as The Cop Who Plays By the Book. It's still dull and badly constructed, and even the print shown on cable is now emasculated of its original James Brown score.",0
	"This movie includes one of the best characters and dialog that Crispin Glover has ever played. Uma Thurman and Suzy Amis are also great in this movie, but Crispin makes it a great depiction of young people trying to make it in New Y
	CUST_ID,BALANCE,BALANCE_FREQUENCY,PURCHASES,ONEOFF_PURCHASES,INSTALLMENTS_PURCHASES,CASH_ADVANCE,PURCHASES_FREQUENCY,ONEOFF_PURCHASES_FREQUENCY,PURCHASES_INSTALLMENTS_FREQUENCY,CASH_ADVANCE_FREQUENCY,CASH_ADVANCE_TRX,PURCHASES_TRX,CREDIT_LIMIT,PAYMENTS,MINIMUM_PAYMENTS,PRC_FULL_PAYMENT,TENURE
	C10001,40.900749,0.818182,95.4,0,95.4,0,0.166667,0,0.083333,0,0,2,1000,201.802084,139.509787,0,12
	C10002,3202.467416,0.909091,0,0,0,6442.945483,0,0,0,0.25,4,0,7000,4103.032597,1072.340217,0.222222,12
	C10003,2495.148862,1,773.17,773.17,0,0,1,1,0,0,0,12,7500,622.066742,627.284787,0,12
	C10004,1666.670542,0.636364,1499,1499,0,205.788017,0.083333,0.083333,0,0.083333,1,1,7500,0,,0,12
	C10005,817.714335,1,16,16,0,0,0.083333,0.083333,0,0,0,1,1200,678.334763,244.791237,0,12
	C10006,1809.828751,1,1333.28,0,1333.28,0,0.666667,0,0.583333,0,0,8,1800,1400.05777,2407.246035,0,12
	C10007,627.260806,1,7091.01,6402.63,688.38,0,1,1,1,0,0,64,13500,6354.314328,198.065894,1,12
	C10008,1823.652743,1,436.2,0,436.2,0,1,0,1,0,0,12,2300,679.065082,532
type	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality
white	7	0.27	0.36	20.7	0.045	45	170	1.001	3	0.45	8.8	6
white	6.3	0.3	0.34	1.6	0.049	14	132	0.994	3.3	0.49	9.5	6
white	8.1	0.28	0.4	6.9	0.05	30	97	0.9951	3.26	0.44	10.1	6
white	7.2	0.23	0.32	8.5	0.058	47	186	0.9956	3.19	0.4	9.9	6
white	7.2	0.23	0.32	8.5	0.058	47	186	0.9956	3.19	0.4	9.9	6
white	8.1	0.28	0.4	6.9	0.05	30	97	0.9951	3.26	0.44	10.1	6
white	6.2	0.32	0.16	7	0.045	30	136	0.9949	3.18	0.47	9.6	6
white	7	0.27	0.36	20.7	0.045	45	170	1.001	3	0.45	8.8	6
white	6.3	0.3	0.34	1.6	0.049	14	132	0.994	3.3	0.49	9.5	6
	,Year,Month,DayofMonth,DayOfWeek,DepTime,CRSDepTime,ArrTime,CRSArrTime,UniqueCarrier,FlightNum,TailNum,ActualElapsedTime,CRSElapsedTime,AirTime,ArrDelay,DepDelay,Origin,Dest,Distance,TaxiIn,TaxiOut,Cancelled,CancellationCode,Diverted,CarrierDelay,WeatherDelay,NASDelay,SecurityDelay,LateAircraftDelay
	129224,2008,1,1,2,945.0,935,1135.0,1118,YV,2614,N939LR,110.0,103.0,79.0,17.0,10.0,CLT,JFK,541,17.0,14.0,0,N,0,17.0,0.0,0.0,0.0,0.0
	129920,2008,1,2,3,1010.0,935,1155.0,1118,YV,2614,N914FJ,105.0,103.0,72.0,37.0,35.0,CLT,JFK,541,4.0,29.0,0,N,0,37.0,0.0,0.0,0.0,0.0
	129921,2008,1,2,3,1436.0,1325,1611.0,1516,YV,2622,N905FJ,95.0,111.0,73.0,55.0,71.0,CLT,JFK,541,8.0,14.0,0,N,0,0.0,0.0,55.0,0.0,0.0
	130192,2008,1,2,3,1645.0,1559,1905.0,1803,YV,2619,N905FJ,140.0,124.0,91.0,62.0,46.0,JFK,CLT,541,5.0,44.0,0,N,0,0.0,0.0,62.0,0.0,0.0
	130193,2008,1,2,3,645.0,620,905.0,822,YV,2629,N914FJ,140.0,122.0,99.0,43.0,25.0,JFK,CLT,541,12.0,29.0,0,N,0,43.0,0.0,0.0,0.0,0.0
	130194,2008,1,2,3,1220.0,1205,1425.0,1354,YV,2685,N914FJ,125.0,109.0,
class	alcohol	malic_acid	ash	alcalinity_of_ash	magnesium	total_phenols	flavanoids	nonflavanoid_phenols	proanthocyanins	color_intensity	hue	OD280/OD315_of_diluted_wines	proline
1	14.23	1.71	2.43	15.6	127	2.8	3.06	0.28	2.29	5.64	1.04	3.92	1065
1	13.2	1.78	2.14	11.2	100	2.65	2.76	0.26	1.28	4.38	1.05	3.4	1050
1	13.16	2.36	2.67	18.6	101	2.8	3.24	0.3	2.81	5.68	1.03	3.17	1185
1	14.37	1.95	2.5	16.8	113	3.85	3.49	0.24	2.18	7.8	0.86	3.45	1480
1	13.24	2.59	2.87	21.0	118	2.8	2.69	0.39	1.82	4.32	1.04	2.93	735
1	14.2	1.76	2.45	15.2	112	3.27	3.39	0.34	1.97	6.75	1.05	2.85	1450
1	14.39	1.87	2.45	14.6	96	2.5	2.52	0.3	1.98	5.25	1.02	3.58	1290
1	14.06	2.15	2.61	17.6	121	2.6	2.51	0.31	1.25	5.05	1.06	3.58	1295
1	14.83	1.64	2.17	14.0	97	2.8	2.98	0.29	1.98	5.2	1.08	2.85	1045