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-rw-r--r--data/config.txt5
-rw-r--r--data/harddrive1.arff1151
2 files changed, 1156 insertions, 0 deletions
diff --git a/data/config.txt b/data/config.txt
new file mode 100644
index 0000000..7042b7d
--- /dev/null
+++ b/data/config.txt
@@ -0,0 +1,5 @@
+data/harddrive1/ZeroR_ROC.arff
+mathexpression -E ifelse(a4>168,0,1) -V -R 63
+numerictonominal -R 63
+classassigner -C 64
+
diff --git a/data/harddrive1.arff b/data/harddrive1.arff
new file mode 100644
index 0000000..06f61b0
--- /dev/null
+++ b/data/harddrive1.arff
@@ -0,0 +1,1151 @@
+@relation harddrive_smart_1
+
+% Attribute list
+@attribute serial {100001,100002,100003,100004,100005,100006,100007,100008,100009,100010,100011,100012,100013,100014,100015,100016,100017,100018,100019,100020,100021,100022,100023,100024,100025,100026,100027,100028,100029,100030,100031,100032,100033,100034,100035,100036,100037,100038,100039,100040,100041,100042,100043,100044,100045,100046,100047,100048,100049,100050,100051,100052,100053,100054,100055,100056,100057,100058,100059,100060,100061,100062,100063,100064,100065,100066,100067,100068,100069,100070,100071,100072,100073,100074,100075,100076,100077,100078,100079,100080,100081,100082,100083,100084,100085,100086,100087,100088,100089,100090,100091,100092,100093,100094,100095,100096,100097,100098,100099,100100,100101,100102,100103,100104,100105,100106,100107,100108,100109,100110,100111,100112,100113,100114,100115,100116,100117,100118,100119,100120,100121,100122,100123,100124,100125,100126,100127,100128,100129,100130,100131,100132,100133,100134,100135,100136,100137,100138,100139,100140,100141,100142,100143,100144,100145,100146,100147,100148,100149,100150,100151,100152,100153,100154,100155,100156,100157,100158,100159,100160,100161,100162,100163,100164,100165,100166,100167,100168,100169,100170,100171,100172,100173,100174,100175,100176,100177,100178,100179,100180,100181,100182,100183,100184,100185,100186,100187,100188,100189,100190,100191,100192,100193,100194,100195,100196,100197,100198,100199,100200,100201,100202,100203,100204,100205,100206,100207,100208,100209,100210,100211,100212,100213,100214,100215,100216,100217,100218,100219,100220,100221,100222,100223,100224,100225,100226,100227,100228,100229,100230,100231,100232,100233,100234,100235,100236,100237,100238,100239,100240,100241,100242,100243,100244,100245,100246,100247,100248,100249,100250,100251,100252,100253,100254,100255,100256,100257,100258,100259,100260,100261,100262,100263,100264,100265,100266,100267,100268,100269,100270,100271,100272,100273,100274,100275,100276,100277,100278,100279,100280,100281,100282,100283,100284,100285,100286,100287,100288,100289,100290,100291,100292,100293,100294,100295,100296,100297,100298,100299,100300,100301,100302,100303,100304,100305,100306,100307,100308,100309,100310,100311,100312,100313,100314,100315,100316,100317,100318,100319,100320,100321,100322,100323,100324,100325,100326,100327,100328,100329,100330,100331,100332,100333,100334,100335,100336,100337,100338,100339,100340,100341,100342,100343,100344,100345,100346,100347,100348,100349,100350,100351,100352,100353,100354,100355,100356,100357,100358,100359,100360,100361,100362,100363,100364,100365,100366,100367,100368,100369,}
+@attribute Frame numeric
+@attribute Hours numeric
+@attribute HoursBeforeFail numeric
+@attribute Temp1 numeric
+@attribute Temp2 numeric
+@attribute Temp3 numeric
+@attribute Temp4 numeric
+@attribute FlyHeight1 numeric
+@attribute FlyHeight2 numeric
+@attribute FlyHeight3 numeric
+@attribute FlyHeight4 numeric
+@attribute GList1 numeric
+@attribute PList numeric
+@attribute Servo1 numeric
+@attribute Servo2 numeric
+@attribute Servo3 numeric
+@attribute CSS numeric
+@attribute Servo4 numeric
+@attribute Servo5 numeric
+@attribute Servo6 numeric
+@attribute Reads numeric
+@attribute Writes numeric
+@attribute ReadError1 numeric
+@attribute ReadError2 numeric
+@attribute ReadError3 numeric
+@attribute ReadError4 numeric
+@attribute ReadError5 numeric
+@attribute ReadError6 numeric
+@attribute ReadError7 numeric
+@attribute ReadError8 numeric
+@attribute ReadError9 numeric
+@attribute ReadError10 numeric
+@attribute ReadError11 numeric
+@attribute ReadError12 numeric
+@attribute ReadError13 numeric
+@attribute ReadError14 numeric
+@attribute ReadError15 numeric
+@attribute ReadError16 numeric
+@attribute FlyHeight5 numeric
+@attribute FlyHeight6 numeric
+@attribute FlyHeight7 numeric
+@attribute FlyHeight8 numeric
+@attribute FlyHeight9 numeric
+@attribute FlyHeight10 numeric
+@attribute FlyHeight11 numeric
+@attribute FlyHeight12 numeric
+@attribute FlyHeight13 numeric
+@attribute FlyHeight14 numeric
+@attribute FlyHeight15 numeric
+@attribute FlyHeight16 numeric
+@attribute Temp5 numeric
+@attribute Temp6 numeric
+@attribute WriteError numeric
+@attribute ReadError18 numeric
+@attribute ReadError19 numeric
+@attribute Servo7 numeric
+@attribute Servo8 numeric
+@attribute ReadError20 numeric
+@attribute GList2 numeric
+@attribute GList3 numeric
+@attribute Servo9 numeric
+@attribute Servo10 numeric
+@attribute class {0,1}
+
+@data
+
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+100001,1.000,0.000,2.216,12.000,0.000,0.000,12.000,7972.000,8991.000,7359.000,5338.000,0.000,0.000,0.000,0.000,0.000,1.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1.000,3020.000,2606.000,13477.000,10993.000,5668.000,4629.000,10862.000,9136.000,1.000,1.000,1.000,1.000,57005.000,57005.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1
+100001,2.000,0.016,2.200,11.000,0.000,10.000,11.000,7949.000,8981.000,9606.000,8886.000,0.000,0.000,0.000,0.000,0.000,1.000,0.000,0.000,0.000,0.000,524288.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,2.000,3019.000,2578.000,13845.000,11074.000,5683.000,4520.000,10795.000,9042.000,1.000,1.000,1.000,1.000,57005.000,57005.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,128.000,1
+100001,6.000,0.050,2.166,9.000,0.000,0.000,11.000,7955.000,8982.000,7915.000,6442.000,0.000,0.000,0.000,4.000,0.000,1.000,0.000,0.000,0.000,1373600.000,1280008.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,6.000,3026.000,2574.000,13655.000,11060.000,5647.000,4538.000,10659.000,9252.000,1.000,1.000,1.000,1.000,57005.000,57005.000,3.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,576.000,1
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+100001,20.000,0.133,2.083,10.000,0.000,0.000,10.000,7959.000,8988.000,6069.000,8245.000,0.000,0.000,0.000,1.000,0.000,4.000,0.000,28.000,0.000,120832.000,120842.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,20.000,2981.000,2531.000,13354.000,11165.000,5616.000,4520.000,10512.000,9009.000,1.000,1.000,1.000,1.000,57005.000,57005.000,4.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1088.000,1
+100001,22.000,0.166,2.050,7.000,0.000,4.000,7.000,7969.000,9005.000,8038.000,6128.000,0.000,0.000,0.000,0.000,0.000,5.000,0.000,29.000,0.000,120832.000,120852.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,22.000,3045.000,2567.000,13553.000,11063.000,5617.000,4533.000,10379.000,9241.000,1.000,1.000,1.000,1.000,57005.000,57005.000,7.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1088.000,1
+100001,23.000,0.183,2.033,7.000,0.000,0.000,7.000,7965.000,9007.000,7569.000,8612.000,0.000,0.000,0.000,3.000,0.000,5.000,0.000,30.000,0.000,120832.000,120841.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,23.000,3046.000,2563.000,13594.000,11120.000,5633.000,4560.000,10819.000,9132.000,1.000,1.000,1.000,1.000,57005.000,57005.000,5.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1088.000,1
+100001,25.000,0.216,2.000,9.000,0.000,5.000,9.000,7965.000,8988.000,7523.000,6090.000,0.000,0.000,0.000,0.000,0.000,6.000,0.000,29.000,53.000,131072.000,131078.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,25.000,3038.000,2545.000,13493.000,11048.000,5615.000,4546.000,10706.000,9100.000,1.000,1.000,1.000,1.000,57005.000,57005.000,3.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1216.000,1
+100001,26.000,0.233,1.983,9.000,0.000,0.000,9.000,7970.000,8997.000,6444.000,8703.000,0.000,0.000,0.000,3.000,0.000,6.000,0.000,29.000,53.000,131072.000,131086.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,26.000,3036.000,2537.000,13408.000,11168.000,5669.000,4544.000,10788.000,8957.000,1.000,1.000,1.000,1.000,57005.000,57005.000,6.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1216.000,1
+100001,32.000,0.266,1.950,50.000,0.000,46.000,50.000,7886.000,8991.000,10138.000,4407.000,0.000,0.000,0.000,0.000,0.000,10.000,0.000,30.000,53.000,120832.000,120843.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,32.000,3117.000,2745.000,14397.000,11450.000,6164.000,5062.000,11154.000,9618.000,1.000,1.000,1.000,1.000,57005.000,57005.000,3.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1088.000,1
+100001,33.000,0.283,1.933,51.000,0.000,0.000,51.000,7868.000,8988.000,10609.000,7068.000,0.000,0.000,0.000,3.000,0.000,10.000,0.000,29.000,53.000,120832.000,120841.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,33.000,3137.000,2772.000,14651.000,11738.000,6210.000,5058.000,11458.000,9719.000,1.000,1.000,1.000,1.000,57005.000,57005.000,3.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1088.000,1
+100001,35.000,0.316,1.900,48.000,0.000,44.000,48.000,7876.000,8990.000,10793.000,7530.000,0.000,0.000,0.000,0.000,0.000,11.000,0.000,29.000,53.000,120832.000,120838.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,35.000,3193.000,2817.000,14723.000,11679.000,6272.000,5146.000,11614.000,9713.000,1.000,1.000,1.000,1.000,57005.000,57005.000,2.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1088.000,1
+100001,36.000,0.333,1.883,48.000,0.000,0.000,48.000,7889.000,8986.000,10808.000,4017.000,0.000,0.000,0.000,2.000,0.000,11.000,0.000,31.000,53.000,120832.000,120850.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,36.000,3185.000,2820.000,14644.000,11734.000,6231.000,5118.000,11231.000,9664.000,1.000,1.000,1.000,1.000,57005.000,57005.000,4.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1088.000,1
+100001,38.000,0.383,1.833,49.000,0.000,44.000,49.000,7876.000,8981.000,11882.000,8603.000,0.000,0.000,0.000,0.000,0.000,12.000,0.000,30.000,53.000,131072.000,131097.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,38.000,3152.000,2791.000,14678.000,11479.000,6214.000,5100.000,11645.000,9702.000,1.000,1.000,1.000,1.000,57005.000,57005.000,5.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1216.000,1
+100001,39.000,0.400,1.816,50.000,0.000,0.000,50.000,7881.000,8987.000,10919.000,6597.000,0.000,0.000,0.000,8.000,0.000,12.000,0.000,28.000,53.000,131072.000,131094.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,39.000,3164.000,2807.000,14630.000,11681.000,6178.000,5097.000,11557.000,9709.000,1.000,1.000,1.000,1.000,57005.000,57005.000,4.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1216.000,1
+100001,40.000,0.733,1.483,49.000,0.000,0.000,50.000,7886.000,8970.000,11254.000,6293.000,0.000,0.000,0.000,5.000,0.000,13.000,0.000,28.000,53.000,71688048.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,40.000,3149.000,2791.000,14611.000,11663.000,6190.000,5031.000,11484.000,9622.000,1.000,1.000,1.000,1.000,57005.000,57005.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,14080.000,1
+100001,42.000,1.033,1.183,38.000,0.000,38.000,48.000,7908.000,8997.000,10916.000,7447.000,0.000,0.000,0.000,0.000,0.000,14.000,0.000,28.000,53.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,42.000,3128.000,2730.000,14383.000,11303.000,6069.000,4967.000,11219.000,9514.000,1.000,1.000,1.000,1.000,57005.000,57005.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1
+100001,45.000,1.449,0.767,26.000,0.000,26.000,33.000,7942.000,8978.000,8294.000,5439.000,0.000,0.000,0.000,0.000,0.000,17.000,0.000,28.000,53.000,71687392.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,45.000,3044.000,2642.000,13778.000,11199.000,5788.000,4704.000,10894.000,9458.000,1.000,1.000,1.000,1.000,57005.000,57005.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,14080.000,1
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