Horse Racing Prediction

1.  Horse Racing Database

You must find a way to "define" a horse, i.e., to use a set of number to describe a horse.
An example is given below.

We will use the first several races to train the DecisionMaker, and we will use the last racing data to test.
The example only intends to show you how to use the DecisionMaker. You should establish your own numbers to descibe a horse and collect your own data.

horse   wins    b_e    e285on    e285off     r285on     r285off     e145on    e145off    r145on    r145off   b   p_e2 result

PLANET KING 5 15 23 24 19 19 24 25 21 21 1 25 1
SENT MILLION 6 6 4 5 5 5 4 4 4 6 2 6 8
SKY CITY HEIGHTS 6 18 12 13 13 13 10 11 11 12 3 17 6
BOZEMAN 4 20 25 26 24 25 23 24 19 20 4 25 2
SPY KEY 1 16 11 11 11 10 12 10 13 11 5 8 4
SIOUX 1 6 6 7 8 8 6 7 9 9 6 6 7
RUSSIAN LOVER 1 6 6 6 7 6 7 6 8 6 7 6 3
TREBORDOR 2 6 7 7 5 5 7 8 6 6 8 3 5
BLUE BALLOON 4 5 3 3 3 3 3 3 4 4 9 5 0
DEAD RINGER 0 3 3 4 5 5 4 4 6 6 10 0 9

ROCK SHOT 1 2 2 2 5 5 2 2 4 4 1 3 9
BLUE ARROW 1 4 4 5 6 7 4 4 6 6 2 4 6
SYBEEL 1 27 12 13 10 10 11 12 9 10 3 4 4
MACK N ME 3 21 25 27 22 23 23 24 20 21 4 20 1
LABU LADY 5 26 13 14 23 23 12 13 23 24 5 42 2
VAUX 4 6 8 9 8 8 16 17 14 14 6 10 3
DECOY BUOY 2 4 17 18 9 6 15 9 8 5 7 5 7
LICENCE RENEWED 0 5 5 6 9 10 4 5 9 9 8 11 5
GOSSIPS 0 5 14 15 8 8 13 14 7 8 9 1 8

PROUD PACK 0 8 7 7 7 7 7 6 7 7 1 4 7
MARLBOROUGH 2 15 12 12 10 10 4 8 5 7 2 13 4
TAKUTIKI 0 4 2 2 4 5 2 3 4 4 3 1 6
TAHBOB 1 22 39 39 28 28 40 39 27 26 4 23 1
CREME DE SALARY 4 30 15 15 23 23 21 21 37 36 5 33 5
LONG SHADOW 3 12 17 17 15 15 18 17 15 14 6 16 2
ITALIAN AFFAIR 0 10 8 8 13 13 7 6 7 7 7 9 3

LORENZA 2 15 19 20 18 19 0 3 0 4 1 13 6
RED NELDA 1 5 5 5 4 4 3 3 3 4 2 4 3
LYSNINGS JOY 3 7 5 6 5 6 9 8 10 9 3 8 4
SPACE REGENT 1 25 13 13 18 19 15 13 19 17 4 18 5
JOHANNAS LADY 0 11 8 8 10 10 10 9 8 7 5 8 8
LONDOLOZI 5 22 30 31 30 25 40 35 42 37 6 29 1
RADJHABELLE 1 5 8 8 5 5 0 9 0 7 7 7 7
VIENNETTA 2 8 12 13 9 9 24 17 18 13 8 13 2
DANCE PARTY 2 3 0 0 0 3 0 3 0 3 9 1 9

JIMMATTY 2 11 16 17 19 16 21 18 20 17 1 17 0
COURT OF HONOUR 2 32 2 3 2 2 0 0 0 0 1 0 6
PLUSHKA 5 13 14 14 18 19 22 24 28 30 1 21 1
BRAVE CHIEF 3 3 12 12 10 7 12 9 11 8 2 9 0
LUCKY TYCOON 3 5 14 15 12 14 15 18 13 14 3 12 3
ZAJINSKY 1 3 3 3 2 8 6 10 2 9 4 6 8
RICHLAND 1 3 8 8 5 6 4 4 2 3 5 7 2
RED CARSON 3 5 13 13 16 10 14 9 16 10 6 11 5
CHANGE OF FORTUNE 2 13 5 6 7 9 6 8 7 10 7 9 9
SPORTS CIRCUIT 1 5 5 5 6 6 0 0 0 0 8 7 4
BACKDROP 1 8 7 8 3 3 0 0 0 0 9 1 7

NO VILLAIN 2 14 13 13 15 18 12 14 13 15 1 14 2
EXPERT 2 16 17 17 17 18 15 15 14 15 1 18 5
MISTY JUDE 1 17 11 11 17 17 10 10 22 18 2 20 6
ORLEANS 4 13 23 23 17 15 24 24 19 20 3 14 8
RAFFLER 3 7 5 5 6 6 7 6 10 8 4 6 3
AB INITIO 4 25 19 19 17 18 19 19 15 16 5 22 1
MONEY RULES 1 3 5 5 3 3 7 10 4 4 6 3 7
DAWN RAIDER 1 1 2 2 3 3 0 0 0 0 7 1 9
LONDON HOUSE 1 3 5 5 4 3 5 3 3 2 8 2 4

MISS WINDSOR 3 6 16 16 9 7 24 12 11 7 1 5 6
ROSNEY 2 3 4 4 4 4 0 0 0 0 1 3 0
BOHEMIAN MELODY 3 3 8 8 4 3 0 0 0 0 2 3 8
KACHINA 2 23 27 26 44 41 38 30 53 45 3 49 1
FUSS 0 2 1 1 3 3 0 0 0 0 4 0 4
GOLDBERG 2 4 7 7 4 3 0 3 0 2 5 3 0
GODINA 3 14 4 4 5 7 8 16 10 15 6 6 11
STAR SILK LADY 2 5 4 4 5 4 5 4 7 6 7 4 12
CONVIVIALITY 0 2 3 3 2 2 6 5 5 4 8 1 0
GARDEN TERRACE 3 5 0 0 0 0 0 0 0 0 9 0 10
VESTEY 1 4 9 9 5 4 0 0 0 0 10 6 3
ALINE 2 5 5 4 3 3 9 4 5 3 11 3 5
MISOMAI 1 4 5 5 4 4 0 0 0 0 12 2 2
LOOILLA 2 9 0 0 0 5 0 10 0 7 13 4 9
PROPEARL 5 12 7 6 7 9 10 15 9 11 14 9 7

LOOKS SHARP 3 6 5 5 6 7 8 8 11 9 1 8 6
WIZARD OF ID 3 8 16 17 16 17 15 16 14 16 2 13 1
ROULETTE 6 17 24 25 20 21 25 26 21 23 3 25 2
CLICKETY 1 9 17 18 12 10 15 12 11 10 4 10 0
TENUOUS 4 13 8 8 10 11 6 6 6 6 5 15 7
HEADSTRONG 1 0 0 0 0 0 0 0 0 0 6 0 0
DYNAMIC REASON 5 22 10 11 15 15 11 11 14 15 7 17 3
ALANOR LAD 5 7 10 10 8 8 12 13 10 11 8 8 5
SEEK GLORY 2 6 4 4 5 5 3 3 5 5 9 1 8
FOND RETURN 0 3 3 3 4 3 3 1 5 2 10 1 4
MORISETTE 3 9 3 3 3 2 3 3 2 2 11 1 0

SPECTRUM 4 21 35 34 29 29 54 51 48 46 1 22 1
SWEET DELIGHT 3 4 2 2 3 3 3 3 3 3 1 2 3
ANGELS IMAGE 2 0 0 0 0 0 0 0 0 0 2 0 14
ARCHWIN 2 5 2 2 3 3 5 4 11 7 3 3 9
SKYROCKET 2 4 4 4 6 6 7 6 10 10 4 9 6
ACCEPT 1 2 2 2 2 2 2 2 2 2 5 1 4
MISS PERON 3 5 2 2 1 2 3 4 3 4 6 3 0
CHILLIES 4 6 3 3 2 2 5 6 4 5 7 3 2
TRALAE 3 3 3 3 2 2 0 0 0 0 8 5 0
CANNYANNA 3 3 6 6 5 5 0 0 0 0 9 3 10
SPIRIT OF LOVE 2 20 22 22 28 27 0 0 0 0 10 23 11
SMIDGIN 2 3 3 3 2 2 1 3 1 3 11 3 8
QUARANTE LOVE 2 8 9 9 7 7 14 13 11 11 12 9 12
CORNWALL QUEEN 2 1 1 1 2 2 0 0 0 0 13 0 15
FIRE LAKE 4 4 2 2 2 3 2 4 3 5 14 4 0
LADY OF THE PINES 1 3 1 1 4 4 0 0 0 0 15 5 5
HIT AND RUN 2 5 2 2 2 2 4 4 4 4 16 3 7
ZDENKA 1 3 1 1 1 1 0 0 0 0 17 0 13
ANEMONE GARDEN 0 0 0 0 0 0 0 0 0 0 18 0 16

CORPORATE JAMES 5 11 9 10 10 10 0 0 0 0 1 18 5
DIBBLES DANE 2 8 8 8 6 6 9 9 10 9 1 9 0
DR HARRY 3 4 12 13 7 4 18 11 13 7 2 5 10
KIDLAT 6 8 19 20 10 10 37 36 28 24 3 14 7
PURSUITS 5 18 7 7 24 24 0 0 0 0 4 9 3
CRAFTY 4 3 14 15 5 4 0 0 0 0 5 10 4
LITTLE LUCIFER 1 10 11 11 10 10 23 24 30 27 6 9 6
WINNING HAND 2 4 5 6 6 4 11 7 17 9 7 2 8
ADAM 3 12 11 12 18 18 0 2 0 7 8 16 2
SIDDINGHAUSEN 2 7 1 1 1 9 2 10 3 17 9 9 1
SIMONAY 4 14 3 3 3 2 0 0 0 0 10 0 9