nb_parameter_sweep_genre.txt

count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.268935  s
Extract features:  1.601722  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.150108  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	6 	0 	0 	0 	0 	0 	1 	0 	0 	0 	7
elect 	0 	5 	0 	0 	0 	0 	0 	0 	0 	0 	5
indie 	0 	0 	7 	0 	0 	0 	0 	0 	0 	0 	7
hipho 	0 	0 	0 	12 	0 	0 	0 	0 	0 	0 	12
punk 	0 	0 	0 	0 	3 	0 	0 	0 	0 	0 	3
metal 	0 	0 	0 	0 	0 	6 	0 	0 	0 	0 	6
pop 	0 	0 	0 	0 	0 	0 	39 	0 	0 	0 	39
rock 	0 	0 	0 	0 	0 	0 	1 	9 	0 	0 	10
blues 	0 	0 	0 	0 	0 	0 	0 	0 	7 	0 	7
alter 	0 	0 	0 	0 	0 	0 	0 	0 	0 	4 	4
Got	6 	5 	7 	12 	3 	6 	41 	9 	7 	4 	100

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	0 	0 	0 	3 	0 	1 	7 	0 	0 	0 	11
elect 	0 	0 	0 	3 	0 	0 	5 	1 	0 	0 	9
indie 	0 	1 	0 	0 	0 	0 	16 	1 	1 	0 	19
hipho 	0 	0 	0 	20 	0 	0 	11 	0 	0 	0 	31
punk 	0 	0 	0 	0 	0 	0 	7 	0 	0 	0 	7
metal 	0 	1 	1 	2 	0 	2 	6 	1 	0 	0 	13
pop 	1 	0 	0 	6 	0 	0 	44 	0 	0 	0 	51
rock 	0 	0 	0 	1 	0 	0 	24 	1 	1 	0 	27
blues 	0 	0 	0 	2 	0 	0 	12 	0 	0 	0 	14
alter 	0 	1 	0 	1 	0 	0 	15 	0 	0 	1 	18
Got	1 	3 	1 	38 	0 	3 	147 	4 	2 	1 	200

Error checking:  10.317054  s
Train Error:  0.02
Test Error:  0.66  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.074755  s
Extract features:  2.102836  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.411484  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	10 	0 	0 	0 	0 	0 	1 	0 	0 	0 	11
elect 	0 	16 	0 	2 	0 	0 	1 	1 	0 	0 	20
indie 	0 	0 	15 	0 	0 	0 	1 	0 	0 	0 	16
hipho 	0 	0 	0 	29 	0 	0 	0 	0 	0 	0 	29
punk 	0 	0 	0 	0 	6 	0 	0 	1 	0 	0 	7
metal 	0 	0 	0 	0 	0 	17 	0 	0 	0 	0 	17
pop 	0 	1 	0 	0 	0 	0 	42 	0 	0 	0 	43
rock 	0 	0 	0 	0 	0 	0 	0 	30 	0 	0 	30
blues 	0 	0 	0 	0 	0 	0 	1 	0 	14 	0 	15
alter 	0 	0 	0 	0 	0 	0 	0 	0 	0 	12 	12
Got	10 	17 	15 	31 	6 	17 	46 	32 	14 	12 	200

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	1 	1 	0 	2 	0 	0 	6 	3 	0 	0 	13
elect 	0 	2 	0 	3 	0 	0 	9 	2 	0 	1 	17
indie 	0 	1 	0 	1 	0 	1 	8 	1 	0 	0 	12
hipho 	0 	2 	0 	27 	0 	0 	4 	0 	1 	0 	34
punk 	0 	1 	0 	1 	0 	1 	1 	2 	0 	0 	6
metal 	0 	0 	0 	1 	0 	4 	6 	6 	0 	0 	17
pop 	0 	1 	0 	10 	0 	0 	29 	8 	0 	0 	48
rock 	0 	0 	1 	3 	0 	0 	12 	6 	1 	0 	23
blues 	0 	1 	0 	3 	0 	0 	13 	2 	1 	0 	20
alter 	0 	0 	1 	1 	0 	0 	3 	5 	0 	0 	10
Got	1 	9 	2 	52 	0 	6 	91 	35 	3 	1 	200

Error checking:  13.622584  s
Train Error:  0.045
Test Error:  0.65  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.083132  s
Extract features:  2.648738  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.712353  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	22 	0 	0 	1 	0 	0 	0 	0 	0 	0 	23
elect 	0 	25 	0 	0 	0 	0 	1 	0 	0 	0 	26
indie 	0 	0 	27 	0 	0 	0 	2 	0 	0 	0 	29
hipho 	0 	0 	0 	34 	0 	0 	1 	0 	0 	0 	35
punk 	0 	0 	0 	0 	7 	0 	0 	0 	0 	0 	7
metal 	0 	0 	0 	0 	0 	24 	1 	0 	0 	0 	25
pop 	0 	0 	0 	0 	0 	0 	71 	0 	0 	0 	71
rock 	0 	0 	0 	0 	0 	0 	2 	33 	0 	0 	35
blues 	0 	0 	0 	0 	0 	0 	3 	0 	17 	0 	20
alter 	0 	0 	0 	0 	0 	0 	1 	0 	0 	28 	29
Got	22 	25 	27 	35 	7 	24 	82 	33 	17 	28 	300

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	1 	0 	1 	1 	0 	2 	11 	1 	0 	0 	17
elect 	0 	2 	1 	4 	0 	0 	10 	2 	0 	0 	19
indie 	0 	1 	2 	2 	0 	1 	8 	2 	0 	0 	16
hipho 	0 	0 	1 	23 	0 	0 	7 	0 	0 	1 	32
punk 	0 	1 	1 	0 	0 	1 	6 	0 	0 	0 	9
metal 	0 	0 	0 	2 	0 	6 	5 	1 	0 	1 	15
pop 	0 	1 	0 	8 	0 	0 	33 	3 	1 	1 	47
rock 	0 	1 	2 	1 	0 	1 	11 	2 	0 	1 	19
blues 	0 	0 	0 	1 	0 	0 	10 	0 	1 	2 	14
alter 	0 	2 	3 	0 	0 	0 	6 	0 	0 	1 	12
Got	1 	8 	11 	42 	0 	11 	107 	11 	2 	7 	200

Error checking:  16.792043  s
Train Error:  0.04
Test Error:  0.645  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.093295  s
Extract features:  3.18926  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.968006  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	23 	0 	0 	0 	0 	0 	2 	0 	0 	0 	25
elect 	0 	28 	0 	0 	0 	0 	2 	3 	0 	0 	33
indie 	0 	0 	36 	0 	0 	1 	1 	2 	0 	0 	40
hipho 	0 	0 	0 	50 	0 	0 	2 	0 	0 	0 	52
punk 	0 	0 	0 	0 	19 	0 	0 	0 	0 	0 	19
metal 	0 	0 	0 	1 	0 	23 	0 	0 	0 	0 	24
pop 	0 	0 	0 	0 	0 	0 	90 	0 	0 	0 	90
rock 	0 	0 	0 	0 	0 	0 	0 	59 	0 	0 	59
blues 	0 	0 	0 	0 	0 	0 	1 	2 	22 	0 	25
alter 	0 	0 	0 	0 	0 	0 	1 	2 	0 	30 	33
Got	23 	28 	36 	51 	19 	24 	99 	68 	22 	30 	400

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	1 	0 	0 	1 	0 	0 	11 	8 	0 	0 	21
elect 	1 	0 	3 	2 	1 	0 	9 	2 	0 	0 	18
indie 	1 	0 	1 	0 	0 	0 	2 	4 	0 	1 	9
hipho 	1 	0 	2 	19 	0 	1 	4 	0 	0 	1 	28
punk 	0 	0 	0 	2 	0 	2 	2 	1 	0 	0 	7
metal 	0 	0 	1 	1 	2 	4 	3 	8 	0 	3 	22
pop 	0 	0 	0 	4 	0 	0 	36 	4 	0 	2 	46
rock 	0 	1 	0 	3 	1 	0 	8 	7 	0 	1 	21
blues 	0 	1 	0 	0 	0 	1 	6 	3 	0 	1 	12
alter 	0 	0 	1 	1 	0 	0 	5 	6 	0 	3 	16
Got	4 	2 	8 	33 	4 	8 	86 	43 	0 	12 	200

Error checking:  20.557543  s
Train Error:  0.05
Test Error:  0.645  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.190651  s
Extract features:  3.800127  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.326551  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	36 	0 	0 	0 	0 	0 	1 	1 	0 	0 	38
elect 	0 	23 	0 	1 	0 	0 	2 	1 	0 	0 	27
indie 	0 	0 	29 	0 	0 	1 	4 	3 	0 	0 	37
hipho 	0 	0 	0 	68 	0 	0 	4 	0 	0 	0 	72
punk 	0 	0 	0 	0 	13 	0 	0 	0 	0 	0 	13
metal 	0 	0 	1 	1 	0 	32 	1 	0 	0 	0 	35
pop 	0 	0 	0 	1 	0 	0 	128 	2 	0 	1 	132
rock 	0 	0 	0 	0 	0 	0 	0 	70 	0 	0 	70
blues 	0 	0 	0 	1 	0 	0 	5 	0 	31 	1 	38
alter 	0 	0 	0 	0 	0 	0 	3 	0 	0 	35 	38
Got	36 	23 	30 	72 	13 	33 	148 	77 	31 	37 	500

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	0 	0 	0 	1 	0 	1 	8 	3 	1 	0 	14
elect 	1 	0 	0 	2 	1 	1 	9 	2 	0 	3 	19
indie 	2 	0 	0 	3 	0 	0 	12 	1 	0 	1 	19
hipho 	0 	0 	0 	26 	0 	0 	7 	0 	0 	0 	33
punk 	1 	0 	0 	0 	0 	0 	3 	4 	0 	0 	8
metal 	0 	1 	0 	1 	0 	6 	7 	2 	1 	0 	18
pop 	1 	0 	0 	9 	0 	0 	33 	9 	0 	1 	53
rock 	3 	0 	1 	3 	0 	1 	5 	5 	0 	0 	18
blues 	0 	0 	0 	1 	0 	0 	3 	1 	0 	0 	5
alter 	0 	0 	0 	5 	0 	0 	6 	1 	0 	1 	13
Got	8 	1 	1 	51 	1 	9 	93 	28 	2 	6 	200

Error checking:  24.682878  s
Train Error:  0.07
Test Error:  0.645  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.116659  s
Extract features:  4.472697  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.507585  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	43 	0 	0 	0 	0 	0 	0 	1 	0 	0 	44
elect 	0 	41 	0 	0 	0 	0 	5 	0 	1 	0 	47
indie 	0 	0 	39 	0 	0 	0 	1 	0 	0 	1 	41
hipho 	0 	0 	0 	83 	0 	0 	5 	0 	0 	2 	90
punk 	0 	0 	0 	0 	17 	0 	1 	0 	0 	0 	18
metal 	0 	0 	0 	1 	0 	38 	1 	0 	0 	1 	41
pop 	0 	0 	0 	2 	0 	0 	143 	1 	0 	1 	147
rock 	0 	0 	0 	0 	0 	0 	0 	77 	0 	0 	77
blues 	0 	0 	0 	1 	0 	0 	3 	0 	45 	1 	50
alter 	0 	0 	0 	2 	0 	0 	3 	1 	0 	39 	45
Got	43 	41 	39 	89 	17 	38 	162 	80 	46 	45 	600

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	3 	0 	0 	0 	0 	3 	4 	1 	0 	0 	11
elect 	0 	2 	0 	2 	0 	0 	9 	2 	1 	1 	17
indie 	2 	1 	2 	2 	0 	1 	2 	5 	1 	0 	16
hipho 	0 	1 	0 	28 	0 	0 	7 	1 	0 	0 	37
punk 	1 	0 	0 	1 	0 	0 	1 	0 	0 	0 	3
metal 	0 	0 	0 	1 	0 	5 	3 	1 	0 	1 	11
pop 	4 	0 	1 	7 	0 	0 	35 	5 	0 	2 	54
rock 	1 	1 	2 	1 	0 	0 	11 	8 	0 	1 	25
blues 	2 	0 	0 	1 	0 	2 	3 	1 	4 	1 	14
alter 	0 	0 	1 	1 	0 	2 	4 	2 	1 	1 	12
Got	13 	5 	6 	44 	0 	13 	79 	26 	7 	7 	200

Error checking:  28.530281  s
Train Error:  0.0583333333333
Test Error:  0.56  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.134533  s
Extract features:  4.895042  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.76279  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	45 	0 	0 	0 	0 	0 	1 	0 	0 	0 	46
elect 	0 	46 	2 	2 	0 	0 	2 	1 	0 	1 	54
indie 	1 	0 	50 	0 	0 	0 	3 	0 	0 	0 	54
hipho 	0 	0 	0 	97 	0 	1 	9 	0 	0 	0 	107
punk 	0 	0 	1 	0 	18 	0 	1 	1 	0 	0 	21
metal 	0 	0 	0 	0 	0 	54 	3 	0 	0 	0 	57
pop 	0 	1 	0 	3 	0 	1 	177 	1 	0 	1 	184
rock 	0 	0 	0 	0 	0 	0 	0 	76 	0 	0 	76
blues 	0 	0 	0 	0 	0 	0 	2 	1 	48 	0 	51
alter 	0 	0 	0 	0 	0 	1 	2 	0 	0 	47 	50
Got	46 	47 	53 	102 	18 	57 	200 	80 	48 	49 	700

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	5 	0 	1 	0 	0 	3 	6 	1 	0 	1 	17
elect 	1 	1 	0 	2 	0 	2 	9 	2 	1 	2 	20
indie 	1 	0 	2 	0 	0 	2 	8 	1 	1 	0 	15
hipho 	1 	0 	0 	19 	0 	1 	5 	0 	0 	0 	26
punk 	1 	0 	0 	0 	0 	0 	1 	1 	0 	2 	5
metal 	1 	0 	0 	0 	1 	7 	2 	2 	0 	0 	13
pop 	0 	1 	1 	5 	0 	1 	33 	7 	0 	0 	48
rock 	1 	0 	2 	0 	0 	1 	14 	7 	1 	0 	26
blues 	3 	0 	0 	2 	0 	0 	7 	2 	2 	1 	17
alter 	2 	0 	0 	2 	0 	3 	3 	2 	1 	0 	13
Got	16 	2 	6 	30 	1 	20 	88 	25 	6 	6 	200

Error checking:  32.01774  s
Train Error:  0.06
Test Error:  0.62  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.163617  s
Extract features:  5.393178  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.062276  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	53 	0 	0 	0 	0 	0 	2 	0 	0 	0 	55
elect 	0 	50 	3 	0 	0 	0 	6 	1 	0 	1 	61
indie 	1 	0 	59 	0 	0 	0 	3 	1 	0 	0 	64
hipho 	0 	0 	0 	110 	0 	2 	9 	0 	1 	0 	122
punk 	0 	1 	0 	0 	20 	0 	1 	0 	0 	0 	22
metal 	0 	0 	1 	0 	0 	53 	4 	0 	0 	0 	58
pop 	0 	0 	1 	4 	0 	0 	190 	3 	0 	0 	198
rock 	0 	0 	1 	0 	0 	0 	1 	94 	0 	1 	97
blues 	0 	0 	1 	0 	0 	0 	1 	0 	55 	0 	57
alter 	0 	0 	0 	1 	0 	2 	3 	1 	1 	58 	66
Got	54 	51 	66 	115 	20 	57 	220 	100 	57 	60 	800

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	6 	0 	1 	2 	0 	1 	7 	2 	0 	0 	19
elect 	1 	2 	1 	1 	0 	1 	7 	5 	0 	1 	19
indie 	1 	0 	0 	0 	0 	0 	3 	1 	0 	2 	7
hipho 	0 	0 	0 	24 	0 	0 	4 	0 	0 	1 	29
punk 	0 	0 	1 	1 	0 	1 	0 	2 	0 	0 	5
metal 	0 	1 	2 	1 	0 	4 	2 	0 	0 	1 	11
pop 	2 	2 	1 	6 	0 	0 	41 	7 	1 	3 	63
rock 	0 	1 	2 	0 	0 	1 	10 	8 	0 	1 	23
blues 	0 	0 	0 	1 	0 	1 	5 	3 	3 	1 	14
alter 	1 	0 	2 	0 	1 	0 	1 	2 	1 	2 	10
Got	11 	6 	10 	36 	1 	9 	80 	30 	5 	12 	200

Error checking:  35.149515  s
Train Error:  0.0725
Test Error:  0.55  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.194228  s
Extract features:  5.852962  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.263857  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	65 	0 	0 	0 	0 	0 	3 	1 	0 	0 	69
elect 	0 	52 	1 	1 	0 	1 	7 	3 	2 	0 	67
indie 	0 	0 	59 	0 	0 	1 	6 	2 	0 	0 	68
hipho 	0 	2 	2 	104 	0 	0 	13 	0 	0 	0 	121
punk 	0 	0 	0 	1 	22 	0 	1 	1 	0 	0 	25
metal 	0 	1 	0 	1 	0 	64 	3 	1 	0 	0 	70
pop 	1 	1 	1 	3 	0 	0 	225 	3 	0 	0 	234
rock 	0 	0 	0 	0 	0 	0 	4 	102 	0 	0 	106
blues 	1 	0 	0 	1 	0 	0 	2 	2 	62 	1 	69
alter 	1 	0 	1 	0 	0 	0 	5 	3 	0 	61 	71
Got	68 	56 	64 	111 	22 	66 	269 	118 	64 	62 	900

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	2 	0 	2 	1 	0 	3 	8 	1 	0 	1 	18
elect 	2 	0 	0 	3 	0 	0 	9 	4 	0 	3 	21
indie 	0 	0 	5 	1 	0 	0 	4 	2 	0 	0 	12
hipho 	0 	1 	1 	20 	0 	0 	7 	0 	0 	0 	29
punk 	1 	0 	1 	1 	0 	1 	2 	1 	0 	0 	7
metal 	1 	0 	0 	1 	0 	5 	2 	0 	0 	2 	11
pop 	3 	1 	1 	5 	0 	0 	33 	5 	2 	2 	52
rock 	1 	0 	3 	0 	1 	3 	8 	7 	1 	1 	25
blues 	1 	0 	0 	0 	0 	0 	5 	2 	4 	1 	13
alter 	0 	1 	0 	0 	0 	2 	4 	1 	0 	4 	12
Got	11 	3 	13 	32 	1 	14 	82 	23 	7 	14 	200

Error checking:  38.165714  s
Train Error:  0.0933333333333
Test Error:  0.6  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.284871  s
Extract features:  6.510076  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.567872  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	73 	0 	0 	0 	0 	1 	2 	1 	0 	0 	77
elect 	0 	57 	1 	1 	0 	0 	6 	2 	2 	0 	69
indie 	1 	0 	68 	0 	0 	0 	5 	3 	0 	0 	77
hipho 	0 	1 	1 	137 	0 	2 	13 	0 	2 	0 	156
punk 	0 	0 	0 	0 	28 	0 	0 	1 	0 	0 	29
metal 	1 	1 	0 	2 	0 	63 	3 	0 	0 	0 	70
pop 	4 	4 	0 	5 	1 	1 	224 	8 	0 	0 	247
rock 	0 	1 	0 	0 	0 	0 	3 	121 	0 	0 	125
blues 	1 	0 	0 	1 	0 	0 	4 	0 	66 	1 	73
alter 	1 	0 	0 	1 	0 	1 	3 	2 	0 	69 	77
Got	81 	64 	70 	147 	29 	68 	263 	138 	70 	70 	1000

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	9 	0 	0 	0 	0 	0 	4 	2 	0 	0 	15
elect 	1 	3 	1 	1 	1 	1 	9 	5 	0 	2 	24
indie 	1 	0 	2 	1 	0 	0 	3 	6 	0 	0 	13
hipho 	0 	0 	0 	11 	0 	1 	4 	0 	1 	0 	17
punk 	2 	0 	1 	2 	0 	0 	2 	0 	0 	1 	8
metal 	1 	0 	0 	1 	0 	7 	2 	3 	0 	1 	15
pop 	3 	1 	2 	4 	0 	2 	32 	7 	2 	1 	54
rock 	1 	0 	3 	1 	1 	5 	5 	12 	1 	1 	30
blues 	2 	0 	1 	0 	0 	1 	4 	1 	5 	0 	14
alter 	0 	0 	0 	0 	0 	3 	4 	1 	1 	1 	10
Got	20 	4 	10 	21 	2 	20 	69 	37 	10 	7 	200

Error checking:  42.103678  s
Train Error:  0.094
Test Error:  0.59  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.072295  s
Extract features:  1.710132  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.184644  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	9 	0 	0 	0 	0 	0 	0 	0 	0 	0 	9
elect 	0 	3 	0 	0 	0 	0 	0 	0 	0 	0 	3
indie 	0 	0 	6 	0 	0 	0 	0 	0 	0 	0 	6
hipho 	0 	0 	0 	17 	0 	0 	0 	0 	0 	0 	17
punk 	0 	0 	0 	0 	2 	0 	1 	0 	0 	0 	3
metal 	0 	0 	0 	0 	0 	7 	2 	0 	0 	0 	9
pop 	0 	0 	0 	0 	0 	0 	26 	0 	0 	0 	26
rock 	0 	0 	0 	0 	0 	0 	0 	13 	0 	0 	13
blues 	0 	0 	0 	0 	0 	0 	1 	0 	5 	0 	6
alter 	0 	0 	0 	0 	0 	0 	2 	0 	0 	6 	8
Got	9 	3 	6 	17 	2 	7 	32 	13 	5 	6 	100

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	0 	0 	0 	0 	0 	1 	12 	0 	0 	0 	13
elect 	0 	0 	0 	0 	0 	1 	11 	1 	0 	2 	15
indie 	0 	0 	0 	5 	0 	0 	14 	3 	0 	0 	22
hipho 	0 	0 	0 	20 	0 	0 	8 	1 	0 	1 	30
punk 	1 	0 	0 	1 	0 	1 	0 	0 	0 	0 	3
metal 	0 	0 	0 	0 	0 	3 	4 	4 	0 	0 	11
pop 	2 	0 	0 	5 	0 	0 	39 	4 	0 	3 	53
rock 	2 	0 	0 	1 	0 	1 	19 	1 	0 	0 	24
blues 	0 	0 	0 	2 	1 	0 	14 	0 	0 	0 	17
alter 	1 	0 	0 	3 	0 	0 	6 	2 	0 	0 	12
Got	6 	0 	0 	37 	1 	7 	127 	16 	0 	6 	200

Error checking:  11.029637  s
Train Error:  0.06
Test Error:  0.685  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.077291  s
Extract features:  2.131214  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.461272  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	20 	0 	0 	0 	0 	0 	0 	0 	0 	0 	20
elect 	0 	13 	0 	0 	0 	0 	2 	0 	0 	0 	15
indie 	0 	0 	16 	0 	0 	0 	0 	0 	0 	0 	16
hipho 	0 	0 	0 	29 	0 	0 	1 	0 	0 	0 	30
punk 	0 	0 	0 	0 	6 	0 	1 	0 	0 	0 	7
metal 	0 	0 	0 	0 	0 	17 	0 	0 	0 	0 	17
pop 	0 	0 	0 	0 	0 	0 	34 	1 	0 	0 	35
rock 	0 	0 	0 	0 	0 	0 	0 	22 	0 	0 	22
blues 	0 	0 	0 	0 	0 	0 	2 	0 	14 	0 	16
alter 	0 	0 	0 	0 	0 	0 	1 	0 	0 	21 	22
Got	20 	13 	16 	29 	6 	17 	41 	23 	14 	21 	200

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	1 	0 	0 	3 	0 	0 	8 	0 	0 	0 	12
elect 	1 	0 	1 	5 	0 	0 	8 	3 	0 	0 	18
indie 	2 	1 	0 	4 	0 	0 	4 	2 	0 	1 	14
hipho 	0 	0 	1 	23 	0 	0 	2 	0 	0 	0 	26
punk 	0 	0 	0 	0 	0 	1 	3 	0 	0 	0 	4
metal 	2 	0 	2 	3 	0 	2 	4 	0 	0 	0 	13
pop 	2 	2 	1 	11 	1 	0 	30 	3 	0 	0 	50
rock 	4 	0 	1 	6 	0 	1 	19 	0 	1 	1 	33
blues 	1 	0 	1 	1 	0 	0 	9 	0 	1 	1 	14
alter 	1 	0 	0 	3 	0 	1 	6 	1 	0 	4 	16
Got	14 	3 	7 	59 	1 	5 	93 	9 	2 	7 	200

Error checking:  13.793963  s
Train Error:  0.04
Test Error:  0.695  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.088324  s
Extract features:  2.646698  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.726665  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	18 	0 	0 	0 	0 	0 	0 	0 	0 	0 	18
elect 	0 	24 	0 	0 	0 	0 	0 	1 	0 	1 	26
indie 	0 	0 	18 	0 	0 	0 	0 	0 	0 	0 	18
hipho 	0 	0 	0 	46 	0 	0 	2 	0 	0 	0 	48
punk 	0 	0 	0 	0 	8 	0 	1 	0 	0 	0 	9
metal 	0 	0 	0 	0 	0 	22 	0 	0 	0 	0 	22
pop 	0 	0 	0 	0 	0 	0 	77 	0 	0 	1 	78
rock 	0 	0 	0 	0 	0 	0 	1 	37 	0 	0 	38
blues 	0 	0 	0 	0 	0 	0 	0 	0 	24 	1 	25
alter 	0 	0 	0 	0 	0 	0 	1 	0 	0 	17 	18
Got	18 	24 	18 	46 	8 	22 	82 	38 	24 	20 	300

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	0 	0 	0 	2 	0 	1 	12 	2 	1 	0 	18
elect 	0 	2 	0 	2 	1 	0 	10 	1 	0 	1 	17
indie 	0 	1 	0 	0 	0 	0 	6 	2 	0 	0 	9
hipho 	0 	1 	0 	17 	0 	1 	5 	0 	0 	1 	25
punk 	1 	0 	0 	1 	0 	0 	2 	1 	0 	0 	5
metal 	1 	0 	0 	1 	0 	4 	8 	4 	0 	1 	19
pop 	1 	2 	2 	5 	0 	0 	32 	2 	2 	0 	46
rock 	0 	0 	0 	1 	0 	0 	15 	5 	0 	0 	21
blues 	0 	0 	0 	1 	0 	0 	13 	2 	2 	0 	18
alter 	2 	1 	0 	3 	0 	0 	10 	4 	1 	1 	22
Got	5 	7 	2 	33 	1 	6 	113 	23 	6 	4 	200

Error checking:  17.385438  s
Train Error:  0.03
Test Error:  0.685  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.092952  s
Extract features:  3.144157  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.037252  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	23 	0 	0 	0 	0 	0 	0 	0 	0 	0 	23
elect 	0 	31 	0 	0 	0 	1 	2 	0 	0 	0 	34
indie 	0 	0 	23 	0 	0 	1 	4 	0 	0 	0 	28
hipho 	0 	1 	0 	54 	0 	0 	0 	0 	0 	0 	55
punk 	0 	0 	0 	0 	12 	0 	0 	0 	0 	0 	12
metal 	0 	0 	0 	0 	0 	28 	1 	0 	0 	0 	29
pop 	0 	0 	0 	0 	0 	0 	105 	0 	0 	0 	105
rock 	0 	0 	0 	0 	0 	0 	1 	52 	0 	0 	53
blues 	0 	1 	0 	1 	0 	0 	3 	0 	28 	0 	33
alter 	0 	0 	0 	0 	0 	0 	1 	0 	0 	27 	28
Got	23 	33 	23 	55 	12 	30 	117 	52 	28 	27 	400

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	3 	0 	0 	3 	0 	2 	9 	2 	2 	0 	21
elect 	0 	0 	1 	1 	0 	0 	7 	4 	0 	1 	14
indie 	0 	0 	1 	0 	0 	0 	8 	1 	0 	2 	12
hipho 	0 	1 	0 	21 	0 	0 	9 	0 	0 	1 	32
punk 	0 	0 	0 	1 	0 	0 	2 	2 	0 	0 	5
metal 	0 	0 	0 	1 	0 	2 	4 	5 	0 	0 	12
pop 	2 	1 	1 	6 	1 	1 	35 	3 	0 	0 	50
rock 	0 	1 	4 	0 	0 	1 	13 	4 	0 	0 	23
blues 	0 	0 	0 	1 	0 	0 	10 	1 	4 	0 	16
alter 	1 	1 	1 	2 	0 	0 	7 	2 	0 	1 	15
Got	6 	4 	8 	36 	1 	6 	104 	24 	6 	5 	200

Error checking:  20.351309  s
Train Error:  0.0425
Test Error:  0.645  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.099532  s
Extract features:  3.842504  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.227245  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	31 	0 	0 	0 	0 	0 	1 	0 	0 	0 	32
elect 	0 	35 	0 	1 	0 	1 	3 	1 	0 	0 	41
indie 	0 	0 	40 	0 	0 	1 	1 	0 	0 	0 	42
hipho 	0 	0 	0 	72 	0 	0 	4 	0 	0 	0 	76
punk 	0 	0 	0 	0 	12 	0 	1 	1 	0 	0 	14
metal 	0 	0 	0 	0 	0 	35 	0 	0 	0 	0 	35
pop 	0 	1 	0 	0 	0 	0 	127 	0 	0 	0 	128
rock 	0 	0 	0 	0 	0 	0 	1 	64 	0 	0 	65
blues 	0 	0 	0 	0 	0 	2 	4 	0 	26 	0 	32
alter 	0 	0 	0 	0 	0 	2 	0 	0 	0 	33 	35
Got	31 	36 	40 	73 	12 	41 	142 	66 	26 	33 	500

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	4 	0 	1 	1 	0 	0 	8 	4 	0 	1 	19
elect 	0 	1 	1 	3 	0 	2 	6 	4 	0 	0 	17
indie 	2 	1 	0 	0 	0 	0 	4 	3 	0 	1 	11
hipho 	0 	0 	0 	18 	0 	1 	8 	0 	0 	0 	27
punk 	1 	0 	1 	1 	0 	0 	4 	3 	0 	1 	11
metal 	0 	0 	1 	0 	0 	7 	5 	1 	1 	1 	16
pop 	0 	2 	2 	4 	0 	0 	31 	1 	0 	1 	41
rock 	1 	0 	2 	0 	0 	0 	11 	9 	0 	0 	23
blues 	2 	0 	0 	2 	0 	0 	14 	1 	0 	0 	19
alter 	1 	1 	0 	3 	0 	0 	5 	2 	1 	3 	16
Got	11 	5 	8 	32 	0 	10 	96 	28 	2 	8 	200

Error checking:  25.069003  s
Train Error:  0.05
Test Error:  0.635  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.121732  s
Extract features:  4.380561  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.531915  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	42 	0 	0 	0 	0 	0 	4 	0 	0 	0 	46
elect 	0 	43 	0 	2 	1 	0 	3 	3 	0 	0 	52
indie 	0 	0 	34 	0 	0 	0 	3 	1 	0 	0 	38
hipho 	0 	1 	0 	85 	0 	0 	5 	0 	0 	0 	91
punk 	0 	0 	0 	0 	11 	0 	3 	1 	0 	0 	15
metal 	0 	0 	0 	0 	0 	36 	3 	0 	1 	0 	40
pop 	0 	1 	0 	2 	1 	0 	168 	1 	0 	0 	173
rock 	0 	1 	0 	0 	0 	0 	4 	62 	0 	0 	67
blues 	0 	0 	0 	0 	0 	0 	3 	1 	41 	0 	45
alter 	0 	0 	0 	0 	0 	0 	3 	0 	0 	30 	33
Got	42 	46 	34 	89 	13 	36 	199 	69 	42 	30 	600

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	5 	0 	0 	1 	0 	0 	8 	0 	0 	0 	14
elect 	1 	0 	1 	2 	0 	0 	11 	2 	0 	3 	20
indie 	1 	0 	0 	1 	0 	0 	13 	2 	0 	1 	18
hipho 	1 	0 	0 	18 	1 	0 	7 	1 	0 	0 	28
punk 	1 	0 	0 	0 	0 	2 	3 	0 	0 	0 	6
metal 	4 	1 	1 	2 	1 	8 	4 	2 	0 	0 	23
pop 	0 	0 	4 	6 	0 	0 	23 	1 	2 	0 	36
rock 	0 	1 	1 	0 	0 	1 	19 	6 	0 	0 	28
blues 	1 	0 	0 	2 	0 	0 	8 	2 	2 	0 	15
alter 	0 	1 	1 	1 	0 	1 	7 	1 	0 	0 	12
Got	14 	3 	8 	33 	2 	12 	103 	17 	4 	4 	200

Error checking:  28.113975  s
Train Error:  0.08
Test Error:  0.69  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.133455  s
Extract features:  4.875707  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.810184  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	58 	0 	0 	0 	0 	0 	1 	1 	0 	0 	60
elect 	0 	47 	0 	0 	0 	0 	3 	3 	0 	0 	53
indie 	0 	0 	43 	0 	0 	0 	2 	1 	0 	0 	46
hipho 	0 	3 	0 	96 	0 	0 	8 	1 	0 	0 	108
punk 	0 	0 	1 	0 	19 	0 	1 	0 	0 	0 	21
metal 	0 	0 	0 	0 	0 	46 	1 	0 	0 	1 	48
pop 	1 	0 	0 	2 	0 	0 	163 	2 	0 	1 	169
rock 	0 	1 	0 	0 	0 	0 	1 	91 	0 	0 	93
blues 	0 	1 	0 	0 	0 	0 	1 	1 	45 	1 	49
alter 	1 	1 	0 	0 	0 	1 	3 	1 	0 	46 	53
Got	60 	53 	44 	98 	19 	47 	184 	101 	45 	49 	700

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	7 	0 	2 	2 	0 	1 	6 	2 	0 	0 	20
elect 	0 	2 	0 	2 	0 	0 	7 	2 	0 	1 	14
indie 	0 	1 	2 	0 	0 	1 	5 	4 	0 	0 	13
hipho 	1 	1 	0 	20 	0 	0 	8 	1 	0 	0 	31
punk 	0 	0 	0 	0 	0 	3 	2 	2 	0 	0 	7
metal 	2 	1 	0 	1 	0 	6 	5 	3 	0 	0 	18
pop 	3 	0 	3 	6 	0 	1 	33 	5 	1 	1 	53
rock 	2 	2 	2 	0 	0 	2 	1 	5 	0 	2 	16
blues 	3 	1 	0 	5 	0 	0 	6 	3 	3 	0 	21
alter 	0 	1 	0 	0 	1 	0 	0 	3 	0 	2 	7
Got	18 	9 	9 	36 	1 	14 	73 	30 	4 	6 	200

Error checking:  31.328591  s
Train Error:  0.0657142857143
Test Error:  0.6  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.16773  s
Extract features:  5.421961  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.074179  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	53 	0 	0 	0 	0 	1 	5 	0 	0 	0 	59
elect 	0 	56 	1 	3 	0 	0 	8 	2 	0 	1 	71
indie 	0 	0 	48 	0 	0 	1 	5 	0 	0 	0 	54
hipho 	0 	2 	0 	96 	0 	0 	7 	0 	1 	1 	107
punk 	0 	0 	0 	0 	19 	0 	2 	0 	0 	0 	21
metal 	0 	1 	0 	0 	0 	60 	2 	0 	0 	2 	65
pop 	0 	0 	0 	2 	0 	0 	196 	7 	0 	1 	206
rock 	0 	1 	0 	0 	0 	1 	1 	96 	0 	0 	99
blues 	1 	0 	0 	1 	0 	0 	0 	1 	57 	1 	61
alter 	0 	1 	0 	0 	0 	0 	5 	0 	1 	50 	57
Got	54 	61 	49 	102 	19 	63 	231 	106 	59 	56 	800

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	2 	0 	0 	1 	0 	3 	4 	2 	0 	0 	12
elect 	0 	1 	1 	2 	0 	2 	2 	2 	2 	0 	12
indie 	2 	0 	2 	0 	0 	0 	10 	4 	0 	2 	20
hipho 	0 	0 	0 	22 	0 	0 	6 	1 	1 	1 	31
punk 	1 	0 	0 	0 	0 	0 	1 	1 	0 	0 	3
metal 	2 	0 	1 	1 	0 	8 	3 	0 	0 	1 	16
pop 	2 	0 	0 	3 	0 	1 	44 	2 	2 	1 	55
rock 	4 	0 	1 	1 	0 	2 	9 	6 	1 	1 	25
blues 	2 	0 	0 	1 	0 	0 	3 	2 	3 	0 	11
alter 	1 	1 	0 	0 	0 	2 	4 	6 	0 	1 	15
Got	16 	2 	5 	31 	0 	18 	86 	26 	9 	7 	200

Error checking:  34.599205  s
Train Error:  0.08625
Test Error:  0.555  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.212509  s
Extract features:  5.882588  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.305974  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	63 	0 	0 	0 	0 	1 	4 	1 	0 	0 	69
elect 	0 	56 	2 	0 	0 	0 	5 	1 	1 	1 	66
indie 	0 	0 	64 	0 	0 	1 	1 	1 	0 	0 	67
hipho 	0 	0 	0 	122 	0 	0 	10 	0 	0 	2 	134
punk 	0 	0 	1 	0 	22 	0 	1 	0 	0 	0 	24
metal 	0 	0 	0 	1 	0 	61 	3 	0 	0 	0 	65
pop 	1 	1 	2 	2 	0 	0 	226 	4 	0 	1 	237
rock 	0 	0 	0 	0 	0 	0 	3 	97 	0 	0 	100
blues 	0 	0 	1 	1 	0 	0 	6 	0 	58 	0 	66
alter 	0 	0 	1 	1 	0 	2 	3 	1 	1 	63 	72
Got	64 	57 	71 	127 	22 	65 	262 	105 	60 	67 	900

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	4 	0 	0 	0 	0 	2 	5 	3 	1 	0 	15
elect 	0 	0 	3 	2 	0 	1 	8 	4 	0 	0 	18
indie 	0 	0 	2 	2 	0 	1 	6 	4 	1 	1 	17
hipho 	0 	0 	0 	21 	1 	1 	4 	1 	1 	0 	29
punk 	0 	0 	2 	1 	0 	0 	3 	2 	0 	0 	8
metal 	1 	0 	0 	0 	0 	6 	2 	5 	0 	3 	17
pop 	2 	0 	2 	3 	1 	1 	29 	0 	1 	1 	40
rock 	2 	2 	2 	1 	1 	5 	9 	8 	0 	1 	31
blues 	1 	0 	0 	1 	0 	0 	4 	1 	3 	3 	13
alter 	3 	1 	0 	0 	0 	0 	5 	1 	0 	2 	12
Got	13 	3 	11 	31 	3 	17 	75 	29 	7 	11 	200

Error checking:  38.195949  s
Train Error:  0.0755555555556
Test Error:  0.625  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.266685  s
Extract features:  6.61856  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.530796  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	69 	0 	0 	0 	0 	0 	4 	2 	0 	0 	75
elect 	0 	59 	1 	1 	0 	0 	6 	4 	1 	1 	73
indie 	0 	0 	66 	0 	0 	0 	5 	4 	0 	0 	75
hipho 	0 	2 	0 	132 	0 	0 	16 	2 	0 	3 	155
punk 	0 	0 	0 	0 	24 	1 	2 	1 	0 	0 	28
metal 	0 	0 	0 	1 	0 	69 	4 	0 	0 	0 	74
pop 	1 	1 	1 	4 	1 	0 	233 	11 	1 	1 	254
rock 	0 	1 	0 	0 	0 	1 	3 	120 	0 	0 	125
blues 	0 	0 	0 	0 	0 	1 	2 	2 	70 	0 	75
alter 	1 	0 	1 	1 	0 	0 	4 	3 	1 	55 	66
Got	71 	63 	69 	139 	25 	72 	279 	149 	73 	60 	1000

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	2 	0 	0 	0 	0 	2 	6 	3 	1 	0 	14
elect 	0 	1 	0 	0 	0 	2 	7 	3 	0 	0 	13
indie 	1 	0 	2 	0 	0 	0 	3 	7 	0 	2 	15
hipho 	0 	0 	2 	15 	0 	0 	4 	1 	2 	0 	24
punk 	2 	0 	0 	1 	0 	1 	3 	0 	0 	0 	7
metal 	2 	0 	2 	0 	0 	4 	4 	5 	0 	1 	18
pop 	5 	2 	1 	3 	0 	0 	29 	11 	0 	0 	51
rock 	1 	1 	1 	0 	0 	2 	7 	13 	0 	0 	25
blues 	1 	0 	0 	0 	0 	0 	7 	1 	2 	2 	13
alter 	2 	1 	1 	0 	0 	2 	3 	8 	0 	3 	20
Got	16 	5 	9 	19 	0 	13 	73 	52 	5 	8 	200

Error checking:  42.025747  s
Train Error:  0.103
Test Error:  0.645  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.070181  s
Extract features:  1.510152  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.147807  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	9 	0 	0 	1 	0 	0 	0 	0 	0 	0 	10
elect 	0 	2 	0 	0 	0 	0 	1 	1 	0 	0 	4
indie 	0 	0 	12 	0 	0 	0 	0 	0 	0 	0 	12
hipho 	0 	0 	0 	10 	0 	0 	0 	0 	0 	0 	10
punk 	0 	0 	0 	0 	2 	0 	0 	1 	0 	0 	3
metal 	0 	0 	0 	2 	0 	8 	0 	0 	0 	0 	10
pop 	0 	0 	0 	0 	0 	0 	17 	0 	0 	0 	17
rock 	0 	0 	0 	0 	0 	0 	0 	18 	0 	0 	18
blues 	0 	0 	0 	0 	0 	0 	0 	0 	3 	0 	3
alter 	0 	0 	0 	1 	0 	0 	1 	0 	0 	11 	13
Got	9 	2 	12 	14 	2 	8 	19 	20 	3 	11 	100

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	2 	0 	0 	1 	0 	0 	4 	6 	0 	0 	13
elect 	0 	0 	1 	5 	0 	0 	8 	4 	0 	0 	18
indie 	0 	0 	0 	0 	0 	0 	9 	7 	0 	0 	16
hipho 	0 	1 	0 	14 	0 	0 	8 	1 	0 	0 	24
punk 	0 	0 	0 	1 	0 	0 	4 	3 	0 	0 	8
metal 	0 	0 	0 	1 	0 	2 	6 	6 	0 	0 	15
pop 	2 	0 	1 	12 	0 	1 	32 	9 	0 	1 	58
rock 	0 	0 	0 	2 	0 	0 	7 	10 	0 	0 	19
blues 	1 	0 	2 	2 	0 	0 	8 	4 	0 	0 	17
alter 	0 	0 	0 	2 	0 	0 	7 	3 	0 	0 	12
Got	5 	1 	4 	40 	0 	3 	93 	53 	0 	1 	200

Error checking:  9.985997  s
Train Error:  0.08
Test Error:  0.7  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.081145  s
Extract features:  2.130898  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.415689  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	7 	0 	0 	0 	0 	0 	2 	0 	0 	0 	9
elect 	0 	14 	0 	1 	0 	0 	1 	0 	0 	0 	16
indie 	0 	0 	18 	0 	0 	0 	1 	0 	0 	0 	19
hipho 	0 	0 	0 	28 	0 	0 	0 	0 	0 	0 	28
punk 	0 	0 	0 	0 	6 	0 	0 	0 	0 	0 	6
metal 	0 	0 	0 	0 	0 	9 	1 	0 	0 	0 	10
pop 	0 	0 	0 	0 	0 	0 	59 	0 	0 	0 	59
rock 	0 	0 	0 	0 	0 	0 	0 	24 	0 	0 	24
blues 	0 	0 	0 	0 	0 	0 	0 	0 	14 	0 	14
alter 	0 	0 	0 	0 	0 	0 	2 	0 	0 	13 	15
Got	7 	14 	18 	29 	6 	9 	66 	24 	14 	13 	200

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	1 	0 	0 	0 	0 	0 	16 	0 	0 	0 	17
elect 	0 	0 	0 	1 	0 	0 	5 	1 	0 	0 	7
indie 	0 	0 	3 	1 	0 	0 	12 	0 	0 	0 	16
hipho 	0 	0 	1 	18 	0 	0 	16 	0 	0 	0 	35
punk 	0 	1 	0 	1 	0 	0 	6 	0 	0 	0 	8
metal 	0 	1 	3 	0 	0 	3 	8 	2 	0 	1 	18
pop 	0 	0 	3 	7 	0 	0 	35 	1 	0 	0 	46
rock 	0 	1 	2 	1 	0 	1 	18 	2 	0 	0 	25
blues 	1 	1 	0 	2 	0 	0 	10 	1 	1 	1 	17
alter 	0 	1 	0 	1 	1 	0 	7 	0 	0 	1 	11
Got	2 	5 	12 	32 	1 	4 	133 	7 	1 	3 	200

Error checking:  13.900126  s
Train Error:  0.04
Test Error:  0.68  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.089729  s
Extract features:  2.776879  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.744147  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	23 	0 	0 	0 	0 	0 	0 	0 	0 	0 	23
elect 	0 	28 	0 	0 	0 	0 	2 	0 	0 	0 	30
indie 	0 	0 	23 	0 	0 	0 	0 	0 	0 	0 	23
hipho 	0 	0 	0 	44 	0 	0 	2 	0 	0 	0 	46
punk 	0 	0 	0 	0 	8 	0 	0 	0 	0 	0 	8
metal 	0 	0 	0 	0 	0 	26 	0 	0 	0 	0 	26
pop 	0 	0 	0 	0 	0 	0 	69 	0 	0 	0 	69
rock 	0 	0 	0 	0 	0 	0 	1 	35 	0 	0 	36
blues 	0 	0 	0 	0 	0 	0 	3 	1 	24 	0 	28
alter 	0 	0 	0 	0 	0 	0 	0 	0 	0 	11 	11
Got	23 	28 	23 	44 	8 	26 	77 	36 	24 	11 	300

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	1 	0 	0 	2 	0 	0 	8 	1 	0 	0 	12
elect 	0 	2 	0 	1 	1 	0 	8 	0 	1 	0 	13
indie 	1 	0 	1 	2 	0 	0 	8 	2 	0 	0 	14
hipho 	0 	1 	0 	26 	0 	0 	7 	0 	0 	0 	34
punk 	0 	0 	0 	0 	0 	0 	3 	1 	0 	0 	4
metal 	0 	0 	1 	1 	0 	2 	5 	0 	0 	1 	10
pop 	2 	2 	0 	6 	0 	0 	36 	6 	1 	0 	53
rock 	0 	0 	0 	2 	0 	4 	14 	6 	0 	0 	26
blues 	1 	0 	0 	1 	0 	0 	12 	1 	1 	0 	16
alter 	0 	1 	1 	4 	1 	2 	7 	1 	1 	0 	18
Got	5 	6 	3 	45 	2 	8 	108 	18 	4 	1 	200

Error checking:  17.903168  s
Train Error:  0.03
Test Error:  0.625  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.092727  s
Extract features:  3.240777  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.012478  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	28 	0 	0 	0 	0 	0 	0 	0 	0 	0 	28
elect 	0 	26 	0 	1 	0 	0 	2 	1 	0 	0 	30
indie 	0 	0 	28 	0 	0 	0 	2 	1 	0 	0 	31
hipho 	0 	0 	0 	57 	0 	0 	1 	0 	0 	0 	58
punk 	0 	0 	0 	0 	7 	0 	0 	0 	0 	0 	7
metal 	0 	0 	0 	0 	0 	29 	0 	0 	0 	0 	29
pop 	0 	1 	0 	0 	0 	0 	102 	0 	0 	0 	103
rock 	0 	0 	0 	0 	0 	0 	1 	51 	0 	0 	52
blues 	0 	0 	0 	1 	0 	0 	1 	0 	30 	0 	32
alter 	0 	0 	0 	0 	0 	0 	1 	0 	0 	29 	30
Got	28 	27 	28 	59 	7 	29 	110 	53 	30 	29 	400

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	1 	0 	0 	1 	0 	2 	7 	1 	0 	0 	12
elect 	1 	1 	1 	1 	0 	0 	6 	3 	0 	2 	15
indie 	1 	0 	0 	1 	0 	0 	8 	3 	0 	2 	15
hipho 	0 	1 	0 	22 	0 	0 	7 	1 	0 	1 	32
punk 	0 	0 	0 	1 	0 	0 	3 	3 	0 	0 	7
metal 	0 	1 	0 	2 	0 	8 	2 	3 	0 	0 	16
pop 	1 	1 	0 	5 	0 	0 	43 	3 	0 	1 	54
rock 	0 	1 	0 	0 	0 	2 	11 	5 	1 	1 	21
blues 	0 	0 	1 	1 	0 	0 	12 	0 	1 	0 	15
alter 	0 	1 	3 	2 	0 	0 	2 	4 	0 	1 	13
Got	4 	6 	5 	36 	0 	12 	101 	26 	2 	8 	200

Error checking:  21.161728  s
Train Error:  0.0325
Test Error:  0.59  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.106352  s
Extract features:  3.801312  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.288492  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	35 	0 	0 	0 	0 	0 	0 	0 	0 	0 	35
elect 	0 	39 	0 	1 	0 	0 	0 	0 	0 	1 	41
indie 	0 	0 	30 	0 	0 	0 	5 	0 	0 	0 	35
hipho 	0 	0 	0 	68 	0 	0 	8 	0 	0 	0 	76
punk 	0 	0 	0 	0 	12 	0 	0 	0 	0 	0 	12
metal 	0 	0 	0 	0 	0 	36 	3 	0 	0 	0 	39
pop 	0 	0 	0 	2 	0 	1 	119 	0 	0 	0 	122
rock 	0 	0 	0 	0 	0 	0 	2 	60 	0 	0 	62
blues 	0 	0 	0 	0 	0 	1 	4 	0 	37 	0 	42
alter 	1 	0 	0 	0 	0 	0 	3 	1 	0 	31 	36
Got	36 	39 	30 	71 	12 	38 	144 	61 	37 	32 	500

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	4 	0 	0 	2 	0 	1 	8 	1 	0 	0 	16
elect 	1 	2 	1 	1 	0 	1 	8 	1 	0 	2 	17
indie 	1 	0 	3 	0 	0 	3 	3 	0 	0 	1 	11
hipho 	0 	0 	0 	23 	0 	0 	10 	0 	0 	0 	33
punk 	0 	0 	0 	1 	0 	1 	3 	2 	0 	0 	7
metal 	0 	0 	0 	0 	0 	4 	2 	2 	0 	0 	8
pop 	2 	2 	1 	9 	0 	1 	38 	1 	2 	0 	56
rock 	2 	1 	0 	2 	0 	0 	10 	12 	0 	0 	27
blues 	1 	1 	0 	0 	0 	0 	6 	1 	1 	1 	11
alter 	0 	0 	1 	0 	0 	3 	7 	1 	0 	2 	14
Got	11 	6 	6 	38 	0 	14 	95 	21 	3 	6 	200

Error checking:  24.690577  s
Train Error:  0.066
Test Error:  0.555  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.114465  s
Extract features:  4.296302  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.557059  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	43 	0 	0 	0 	0 	0 	1 	0 	0 	0 	44
elect 	0 	37 	0 	2 	0 	0 	3 	0 	0 	0 	42
indie 	0 	0 	46 	0 	0 	0 	2 	0 	0 	0 	48
hipho 	0 	0 	1 	87 	0 	2 	4 	0 	1 	0 	95
punk 	0 	0 	0 	0 	13 	0 	0 	0 	0 	0 	13
metal 	0 	0 	0 	0 	0 	39 	2 	0 	0 	0 	41
pop 	0 	0 	0 	2 	0 	1 	148 	0 	0 	0 	151
rock 	0 	0 	0 	0 	0 	0 	1 	76 	0 	1 	78
blues 	1 	0 	0 	0 	0 	1 	5 	0 	40 	0 	47
alter 	0 	0 	0 	0 	0 	0 	3 	1 	0 	37 	41
Got	44 	37 	47 	91 	13 	43 	169 	77 	41 	38 	600

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	2 	0 	0 	1 	0 	0 	9 	3 	0 	0 	15
elect 	1 	0 	0 	2 	0 	3 	10 	1 	1 	0 	18
indie 	1 	0 	0 	1 	0 	1 	10 	6 	0 	0 	19
hipho 	0 	0 	0 	23 	0 	1 	8 	0 	0 	1 	33
punk 	0 	0 	0 	0 	0 	0 	5 	0 	0 	0 	5
metal 	0 	0 	0 	3 	0 	6 	4 	6 	0 	1 	20
pop 	1 	2 	3 	4 	0 	0 	31 	8 	0 	0 	49
rock 	0 	0 	1 	0 	0 	0 	13 	5 	0 	1 	20
blues 	1 	0 	0 	1 	0 	1 	1 	2 	0 	0 	6
alter 	0 	0 	2 	1 	0 	1 	11 	0 	0 	0 	15
Got	6 	2 	6 	36 	0 	13 	102 	31 	1 	3 	200

Error checking:  28.27322  s
Train Error:  0.0566666666667
Test Error:  0.665  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.136196  s
Extract features:  4.870775  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.812001  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	53 	0 	0 	0 	0 	1 	3 	0 	0 	0 	57
elect 	0 	46 	2 	1 	0 	0 	2 	1 	0 	0 	52
indie 	0 	1 	51 	0 	0 	1 	2 	1 	0 	0 	56
hipho 	0 	1 	0 	98 	0 	0 	10 	0 	0 	0 	109
punk 	1 	0 	0 	0 	18 	0 	0 	1 	0 	0 	20
metal 	0 	1 	0 	0 	0 	46 	3 	0 	0 	0 	50
pop 	0 	0 	0 	3 	0 	0 	156 	4 	1 	1 	165
rock 	0 	0 	0 	0 	0 	0 	2 	84 	0 	0 	86
blues 	0 	0 	1 	0 	0 	1 	2 	1 	48 	1 	54
alter 	0 	1 	0 	0 	0 	0 	3 	1 	0 	46 	51
Got	54 	50 	54 	102 	18 	49 	183 	93 	49 	48 	700

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	4 	0 	1 	1 	0 	0 	7 	2 	1 	0 	16
elect 	2 	2 	0 	1 	2 	0 	9 	2 	0 	2 	20
indie 	1 	0 	2 	0 	0 	1 	6 	3 	1 	1 	15
hipho 	0 	0 	0 	17 	1 	0 	3 	0 	0 	1 	22
punk 	1 	1 	0 	0 	0 	1 	2 	0 	0 	0 	5
metal 	3 	1 	1 	0 	0 	6 	2 	1 	0 	0 	14
pop 	4 	0 	1 	9 	0 	1 	33 	6 	1 	2 	57
rock 	3 	0 	1 	1 	0 	2 	10 	8 	0 	1 	26
blues 	0 	0 	0 	0 	0 	0 	9 	0 	2 	1 	12
alter 	1 	1 	2 	0 	0 	1 	4 	2 	0 	2 	13
Got	19 	5 	8 	29 	3 	12 	85 	24 	5 	10 	200

Error checking:  30.953996  s
Train Error:  0.0771428571429
Test Error:  0.62  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.173889  s
Extract features:  5.374616  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.058641  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	52 	0 	0 	0 	0 	1 	1 	0 	0 	0 	54
elect 	0 	57 	0 	0 	1 	0 	5 	4 	0 	0 	67
indie 	0 	0 	59 	0 	0 	0 	3 	2 	0 	0 	64
hipho 	0 	0 	0 	106 	0 	0 	8 	1 	1 	0 	116
punk 	0 	0 	0 	0 	19 	0 	1 	1 	0 	0 	21
metal 	0 	0 	0 	1 	0 	54 	4 	0 	0 	0 	59
pop 	1 	2 	0 	3 	2 	0 	185 	6 	0 	1 	200
rock 	0 	0 	0 	0 	0 	1 	2 	101 	0 	0 	104
blues 	0 	2 	0 	1 	0 	0 	4 	1 	54 	0 	62
alter 	1 	0 	0 	0 	0 	0 	3 	2 	0 	47 	53
Got	54 	61 	59 	111 	22 	56 	216 	118 	55 	48 	800

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	10 	0 	0 	0 	0 	0 	8 	1 	1 	0 	20
elect 	0 	2 	0 	1 	1 	1 	3 	7 	0 	0 	15
indie 	0 	0 	0 	0 	0 	1 	5 	3 	1 	0 	10
hipho 	0 	0 	0 	20 	1 	0 	11 	0 	0 	1 	33
punk 	1 	1 	1 	0 	0 	0 	0 	3 	0 	0 	6
metal 	0 	0 	0 	1 	0 	5 	4 	4 	1 	0 	15
pop 	5 	1 	2 	5 	0 	0 	35 	8 	0 	1 	57
rock 	0 	0 	1 	0 	0 	4 	7 	8 	0 	0 	20
blues 	1 	1 	1 	0 	0 	0 	11 	1 	0 	0 	15
alter 	0 	0 	0 	1 	0 	2 	3 	2 	0 	1 	9
Got	17 	5 	5 	28 	2 	13 	87 	37 	3 	3 	200

Error checking:  35.002184  s
Train Error:  0.0825
Test Error:  0.595  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.197062  s
Extract features:  5.797187  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.291558  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	60 	0 	0 	0 	0 	0 	7 	1 	0 	0 	68
elect 	0 	60 	2 	0 	0 	1 	8 	2 	0 	1 	74
indie 	0 	0 	71 	0 	0 	0 	3 	2 	0 	0 	76
hipho 	0 	3 	0 	116 	0 	0 	13 	1 	1 	1 	135
punk 	0 	0 	1 	0 	21 	0 	3 	1 	0 	0 	26
metal 	0 	1 	1 	0 	0 	62 	1 	0 	0 	1 	66
pop 	1 	2 	0 	3 	0 	0 	198 	6 	0 	0 	210
rock 	0 	1 	0 	0 	0 	0 	4 	106 	0 	0 	111
blues 	1 	0 	0 	1 	0 	1 	1 	1 	62 	0 	67
alter 	0 	1 	0 	0 	0 	0 	4 	1 	0 	61 	67
Got	62 	68 	75 	120 	21 	64 	242 	121 	63 	64 	900

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	1 	0 	0 	0 	0 	1 	8 	3 	0 	0 	13
elect 	0 	1 	1 	0 	0 	0 	5 	2 	0 	0 	9
indie 	3 	0 	1 	0 	0 	1 	4 	3 	0 	0 	12
hipho 	0 	2 	1 	21 	1 	0 	6 	0 	0 	0 	31
punk 	1 	0 	1 	1 	0 	1 	0 	1 	0 	0 	5
metal 	0 	0 	0 	0 	0 	6 	2 	4 	0 	1 	13
pop 	1 	1 	3 	3 	1 	1 	33 	12 	2 	2 	59
rock 	2 	1 	3 	2 	1 	1 	9 	11 	1 	1 	32
blues 	0 	1 	0 	2 	0 	0 	6 	2 	3 	0 	14
alter 	0 	2 	1 	1 	0 	1 	1 	4 	0 	2 	12
Got	8 	8 	11 	30 	3 	12 	74 	42 	6 	6 	200

Error checking:  37.873218  s
Train Error:  0.0922222222222
Test Error:  0.605  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.255634  s
Extract features:  6.499829  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.591804  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	78 	0 	0 	0 	0 	1 	1 	2 	0 	0 	82
elect 	0 	60 	1 	1 	0 	0 	7 	5 	2 	1 	77
indie 	0 	0 	69 	0 	0 	1 	4 	2 	0 	0 	76
hipho 	0 	1 	1 	136 	0 	0 	14 	3 	1 	0 	156
punk 	0 	0 	1 	0 	25 	0 	2 	1 	0 	0 	29
metal 	0 	0 	0 	0 	0 	65 	5 	1 	0 	1 	72
pop 	2 	0 	0 	3 	1 	0 	226 	11 	0 	2 	245
rock 	0 	0 	0 	0 	0 	1 	2 	122 	0 	0 	125
blues 	1 	0 	1 	2 	0 	0 	2 	3 	62 	0 	71
alter 	1 	0 	0 	0 	0 	1 	4 	3 	0 	58 	67
Got	82 	61 	73 	142 	26 	69 	267 	153 	65 	62 	1000

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	0 	0 	1 	1 	0 	1 	8 	0 	0 	0 	11
elect 	0 	3 	2 	0 	0 	0 	4 	3 	2 	2 	16
indie 	0 	0 	3 	0 	0 	1 	4 	7 	0 	0 	15
hipho 	1 	1 	0 	15 	0 	0 	3 	0 	1 	1 	22
punk 	1 	0 	1 	0 	0 	1 	2 	0 	0 	0 	5
metal 	0 	0 	0 	1 	0 	3 	1 	6 	0 	1 	12
pop 	2 	1 	1 	6 	0 	0 	40 	10 	0 	0 	60
rock 	1 	0 	0 	1 	0 	1 	7 	9 	0 	1 	20
blues 	3 	0 	0 	0 	0 	0 	10 	2 	1 	2 	18
alter 	4 	0 	1 	3 	0 	2 	5 	2 	0 	4 	21
Got	12 	5 	9 	27 	0 	9 	84 	39 	4 	11 	200

Error checking:  42.546768  s
Train Error:  0.099
Test Error:  0.61  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.070131  s
Extract features:  1.582923  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.121372  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	8 	0 	0 	0 	0 	0 	0 	0 	0 	0 	8
elect 	0 	8 	0 	0 	0 	0 	0 	0 	0 	0 	8
indie 	0 	0 	9 	0 	0 	0 	0 	0 	0 	0 	9
hipho 	0 	0 	0 	12 	0 	0 	0 	0 	0 	0 	12
punk 	0 	0 	0 	0 	2 	0 	0 	0 	0 	0 	2
metal 	0 	0 	0 	0 	0 	6 	0 	0 	0 	0 	6
pop 	0 	0 	0 	0 	0 	0 	25 	0 	0 	0 	25
rock 	0 	0 	0 	0 	0 	0 	1 	13 	0 	0 	14
blues 	0 	0 	0 	0 	0 	0 	0 	0 	8 	1 	9
alter 	0 	0 	0 	0 	0 	0 	0 	0 	0 	7 	7
Got	8 	8 	9 	12 	2 	6 	26 	13 	8 	8 	100

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	1 	0 	0 	8 	0 	0 	12 	0 	0 	0 	21
elect 	1 	0 	1 	0 	0 	0 	9 	3 	0 	1 	15
indie 	0 	0 	0 	0 	0 	0 	13 	0 	0 	0 	13
hipho 	0 	1 	0 	15 	0 	0 	12 	0 	0 	0 	28
punk 	0 	0 	1 	1 	0 	0 	5 	2 	0 	0 	9
metal 	0 	0 	1 	0 	1 	0 	9 	5 	0 	0 	16
pop 	1 	0 	0 	9 	0 	0 	27 	0 	0 	1 	38
rock 	1 	0 	0 	3 	0 	0 	17 	4 	1 	0 	26
blues 	1 	1 	0 	7 	0 	0 	12 	0 	0 	0 	21
alter 	0 	2 	0 	2 	0 	0 	7 	1 	0 	1 	13
Got	5 	4 	3 	45 	1 	0 	123 	15 	1 	3 	200

Error checking:  10.514304  s
Train Error:  0.02
Test Error:  0.76  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.074933  s
Extract features:  2.000604  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.408649  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	17 	0 	0 	0 	0 	0 	0 	0 	0 	0 	17
elect 	0 	13 	0 	0 	0 	0 	1 	0 	0 	0 	14
indie 	0 	0 	6 	0 	0 	0 	0 	1 	0 	0 	7
hipho 	0 	0 	0 	20 	0 	0 	0 	0 	0 	0 	20
punk 	0 	0 	0 	0 	5 	0 	1 	0 	0 	0 	6
metal 	0 	0 	0 	0 	0 	13 	2 	0 	0 	0 	15
pop 	0 	0 	0 	0 	0 	0 	52 	0 	0 	0 	52
rock 	0 	0 	0 	0 	0 	0 	0 	30 	0 	0 	30
blues 	0 	0 	0 	0 	0 	0 	1 	0 	16 	0 	17
alter 	0 	0 	0 	0 	0 	0 	1 	0 	0 	21 	22
Got	17 	13 	6 	20 	5 	13 	58 	31 	16 	21 	200

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	0 	0 	0 	1 	0 	0 	10 	3 	0 	0 	14
elect 	1 	0 	0 	1 	0 	0 	11 	2 	0 	0 	15
indie 	0 	0 	1 	0 	0 	0 	4 	4 	0 	0 	9
hipho 	0 	0 	0 	21 	0 	0 	8 	0 	1 	0 	30
punk 	0 	0 	0 	0 	0 	0 	3 	0 	0 	0 	3
metal 	0 	1 	0 	1 	0 	1 	4 	8 	0 	1 	16
pop 	2 	1 	0 	4 	0 	0 	37 	6 	0 	1 	51
rock 	2 	0 	0 	0 	0 	2 	14 	10 	0 	0 	28
blues 	1 	0 	0 	3 	0 	0 	9 	1 	0 	2 	16
alter 	0 	1 	0 	4 	0 	3 	7 	2 	0 	1 	18
Got	6 	3 	1 	35 	0 	6 	107 	36 	1 	5 	200

Error checking:  13.267195  s
Train Error:  0.035
Test Error:  0.645  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.082258  s
Extract features:  2.665348  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.66585  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	17 	0 	0 	0 	0 	0 	1 	0 	0 	0 	18
elect 	0 	18 	0 	0 	0 	0 	4 	1 	0 	0 	23
indie 	0 	0 	23 	1 	0 	0 	2 	0 	0 	0 	26
hipho 	0 	1 	0 	37 	0 	0 	2 	0 	0 	0 	40
punk 	0 	0 	0 	0 	7 	0 	0 	0 	0 	0 	7
metal 	0 	0 	0 	0 	0 	14 	2 	0 	0 	0 	16
pop 	0 	1 	0 	0 	0 	0 	71 	0 	0 	0 	72
rock 	0 	0 	0 	0 	0 	0 	1 	41 	0 	0 	42
blues 	0 	0 	0 	0 	0 	0 	1 	0 	28 	0 	29
alter 	0 	2 	0 	0 	0 	0 	1 	0 	0 	24 	27
Got	17 	22 	23 	38 	7 	14 	85 	42 	28 	24 	300

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	0 	0 	0 	2 	0 	0 	6 	0 	0 	1 	9
elect 	0 	0 	0 	5 	0 	0 	8 	3 	0 	0 	16
indie 	0 	0 	1 	2 	0 	0 	6 	2 	0 	0 	11
hipho 	0 	1 	0 	27 	0 	0 	7 	0 	0 	0 	35
punk 	0 	0 	0 	0 	0 	0 	3 	2 	0 	0 	5
metal 	0 	0 	0 	3 	0 	2 	6 	5 	0 	0 	16
pop 	0 	0 	0 	7 	0 	0 	44 	0 	1 	2 	54
rock 	0 	0 	0 	3 	0 	0 	17 	6 	0 	1 	27
blues 	0 	0 	0 	1 	0 	0 	10 	0 	1 	1 	13
alter 	0 	2 	0 	2 	0 	0 	6 	3 	0 	1 	14
Got	0 	3 	1 	52 	0 	2 	113 	21 	2 	6 	200

Error checking:  17.379059  s
Train Error:  0.0666666666667
Test Error:  0.59  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.091496  s
Extract features:  3.18325  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.958475  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	29 	0 	0 	0 	0 	0 	1 	0 	0 	0 	30
elect 	0 	27 	0 	0 	0 	0 	2 	0 	0 	0 	29
indie 	0 	0 	25 	0 	0 	0 	2 	0 	0 	0 	27
hipho 	0 	0 	0 	54 	0 	1 	2 	0 	0 	0 	57
punk 	0 	0 	0 	0 	11 	0 	1 	1 	0 	0 	13
metal 	0 	0 	0 	0 	0 	28 	1 	0 	0 	0 	29
pop 	0 	0 	0 	0 	0 	0 	103 	0 	0 	0 	103
rock 	0 	0 	0 	0 	0 	0 	1 	46 	0 	0 	47
blues 	0 	0 	0 	1 	0 	0 	2 	0 	30 	0 	33
alter 	0 	0 	0 	0 	0 	0 	2 	0 	0 	30 	32
Got	29 	27 	25 	55 	11 	29 	117 	47 	30 	30 	400

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	3 	0 	0 	2 	0 	0 	6 	3 	0 	0 	14
elect 	0 	0 	1 	1 	0 	2 	14 	3 	0 	1 	22
indie 	1 	0 	0 	0 	0 	0 	8 	3 	0 	2 	14
hipho 	1 	0 	0 	19 	0 	1 	7 	0 	0 	0 	28
punk 	0 	0 	0 	0 	0 	1 	4 	1 	0 	0 	6
metal 	0 	0 	1 	1 	0 	3 	2 	1 	1 	1 	10
pop 	1 	1 	0 	6 	0 	1 	37 	1 	0 	0 	47
rock 	2 	0 	0 	1 	0 	3 	10 	5 	0 	0 	21
blues 	1 	0 	1 	0 	0 	0 	11 	1 	1 	0 	15
alter 	1 	0 	0 	2 	0 	5 	9 	4 	0 	2 	23
Got	10 	1 	3 	32 	0 	16 	108 	22 	2 	6 	200

Error checking:  20.498767  s
Train Error:  0.0425
Test Error:  0.65  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.104055  s
Extract features:  3.705401  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.201088  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	28 	0 	0 	0 	0 	0 	4 	0 	0 	0 	32
elect 	0 	30 	1 	0 	0 	0 	4 	0 	0 	0 	35
indie 	0 	0 	41 	0 	0 	0 	2 	0 	0 	0 	43
hipho 	0 	0 	0 	72 	0 	2 	6 	0 	0 	0 	80
punk 	0 	1 	0 	0 	13 	0 	0 	0 	0 	0 	14
metal 	0 	0 	1 	0 	0 	37 	2 	0 	0 	0 	40
pop 	0 	0 	0 	1 	0 	1 	136 	1 	0 	0 	139
rock 	0 	0 	0 	0 	0 	0 	1 	53 	0 	0 	54
blues 	0 	0 	1 	0 	0 	0 	4 	0 	29 	0 	34
alter 	0 	0 	0 	0 	0 	0 	0 	0 	1 	28 	29
Got	28 	31 	44 	73 	13 	40 	159 	54 	30 	28 	500

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	4 	0 	0 	1 	0 	0 	11 	2 	0 	0 	18
elect 	0 	2 	0 	4 	0 	0 	9 	5 	0 	0 	20
indie 	2 	0 	1 	0 	0 	2 	9 	1 	1 	0 	16
hipho 	0 	1 	0 	18 	0 	0 	3 	1 	0 	0 	23
punk 	0 	0 	0 	1 	0 	0 	3 	1 	0 	0 	5
metal 	0 	1 	2 	1 	0 	3 	4 	2 	0 	1 	14
pop 	3 	0 	1 	1 	0 	1 	32 	4 	0 	0 	42
rock 	1 	1 	3 	2 	0 	0 	16 	5 	0 	0 	28
blues 	3 	1 	0 	2 	0 	2 	3 	2 	2 	0 	15
alter 	0 	0 	3 	3 	0 	2 	6 	4 	0 	1 	19
Got	13 	6 	10 	33 	0 	10 	96 	27 	3 	2 	200

Error checking:  24.183104  s
Train Error:  0.066
Test Error:  0.66  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.126073  s
Extract features:  4.418204  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.513156  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	45 	0 	0 	0 	0 	0 	3 	2 	0 	0 	50
elect 	0 	33 	1 	1 	0 	0 	5 	2 	0 	0 	42
indie 	0 	0 	33 	0 	0 	0 	5 	0 	0 	1 	39
hipho 	0 	0 	0 	81 	0 	2 	4 	0 	1 	0 	88
punk 	0 	0 	0 	0 	12 	0 	3 	1 	0 	0 	16
metal 	0 	0 	0 	0 	0 	37 	3 	0 	0 	0 	40
pop 	0 	0 	0 	1 	0 	0 	142 	1 	0 	0 	144
rock 	0 	0 	0 	0 	0 	0 	2 	90 	0 	0 	92
blues 	0 	0 	0 	0 	0 	2 	6 	0 	36 	0 	44
alter 	0 	0 	0 	0 	0 	1 	3 	0 	0 	41 	45
Got	45 	33 	34 	83 	12 	42 	176 	96 	37 	42 	600

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	5 	0 	0 	1 	0 	0 	5 	3 	0 	0 	14
elect 	0 	0 	2 	3 	0 	0 	11 	1 	0 	1 	18
indie 	1 	0 	0 	0 	0 	0 	6 	4 	0 	2 	13
hipho 	0 	0 	1 	23 	0 	0 	8 	0 	0 	0 	32
punk 	0 	0 	0 	1 	0 	0 	1 	3 	0 	0 	5
metal 	0 	2 	0 	1 	0 	5 	4 	4 	1 	0 	17
pop 	3 	0 	0 	6 	0 	1 	38 	4 	0 	0 	52
rock 	2 	0 	0 	0 	0 	0 	7 	4 	0 	1 	14
blues 	1 	0 	1 	2 	0 	0 	11 	1 	1 	1 	18
alter 	0 	0 	0 	2 	0 	2 	10 	2 	0 	1 	17
Got	12 	2 	4 	39 	0 	8 	101 	26 	2 	6 	200

Error checking:  28.313367  s
Train Error:  0.0833333333333
Test Error:  0.615  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.144979  s
Extract features:  4.856282  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.803214  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	49 	0 	0 	0 	0 	0 	0 	1 	0 	0 	50
elect 	0 	44 	1 	2 	0 	0 	3 	3 	0 	1 	54
indie 	0 	0 	43 	0 	0 	0 	3 	0 	0 	0 	46
hipho 	0 	0 	1 	89 	0 	0 	6 	0 	1 	1 	98
punk 	0 	0 	0 	0 	15 	0 	3 	1 	0 	0 	19
metal 	0 	0 	1 	1 	0 	46 	3 	0 	0 	0 	51
pop 	0 	1 	0 	1 	0 	0 	185 	1 	0 	2 	190
rock 	0 	1 	0 	0 	0 	0 	4 	83 	0 	0 	88
blues 	0 	0 	0 	0 	0 	0 	4 	0 	47 	0 	51
alter 	1 	0 	0 	0 	0 	0 	3 	0 	0 	49 	53
Got	50 	46 	46 	93 	15 	46 	214 	89 	48 	53 	700

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	4 	0 	0 	1 	0 	1 	4 	2 	0 	0 	12
elect 	1 	0 	1 	2 	0 	1 	7 	3 	0 	1 	16
indie 	3 	0 	0 	0 	0 	0 	6 	3 	1 	1 	14
hipho 	0 	0 	0 	20 	0 	0 	6 	0 	0 	1 	27
punk 	1 	0 	1 	0 	0 	0 	1 	0 	1 	0 	4
metal 	0 	0 	0 	0 	0 	3 	2 	2 	0 	3 	10
pop 	3 	1 	2 	6 	0 	1 	39 	2 	2 	0 	56
rock 	2 	0 	0 	0 	0 	2 	10 	6 	0 	0 	20
blues 	2 	0 	0 	3 	0 	0 	11 	1 	2 	0 	19
alter 	1 	0 	2 	2 	0 	2 	8 	5 	0 	2 	22
Got	17 	1 	6 	34 	0 	10 	94 	24 	6 	8 	200

Error checking:  30.817494  s
Train Error:  0.0714285714286
Test Error:  0.62  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.18714  s
Extract features:  5.314539  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.048684  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	54 	0 	0 	0 	0 	1 	4 	0 	0 	0 	59
elect 	0 	52 	1 	2 	0 	0 	8 	1 	0 	0 	64
indie 	0 	0 	52 	0 	0 	0 	4 	3 	0 	0 	59
hipho 	0 	2 	0 	99 	0 	0 	9 	0 	1 	0 	111
punk 	0 	0 	0 	0 	20 	0 	2 	1 	0 	0 	23
metal 	0 	1 	0 	0 	0 	59 	3 	0 	0 	0 	63
pop 	0 	1 	0 	4 	0 	0 	193 	3 	0 	0 	201
rock 	0 	1 	0 	0 	0 	0 	2 	99 	0 	0 	102
blues 	0 	0 	0 	1 	0 	0 	5 	2 	51 	0 	59
alter 	0 	1 	0 	0 	0 	0 	2 	4 	0 	52 	59
Got	54 	58 	53 	106 	20 	60 	232 	113 	52 	52 	800

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	3 	0 	1 	1 	0 	0 	5 	1 	1 	1 	13
elect 	0 	0 	0 	2 	0 	1 	7 	1 	0 	1 	12
indie 	0 	0 	3 	0 	0 	1 	9 	6 	0 	1 	20
hipho 	0 	1 	0 	21 	0 	0 	3 	1 	2 	0 	28
punk 	0 	0 	0 	0 	0 	1 	2 	3 	0 	1 	7
metal 	0 	0 	0 	0 	0 	8 	4 	2 	0 	2 	16
pop 	5 	2 	0 	1 	0 	2 	30 	3 	0 	1 	44
rock 	0 	0 	0 	1 	0 	3 	9 	12 	1 	2 	28
blues 	0 	0 	0 	1 	0 	0 	11 	0 	3 	0 	15
alter 	0 	2 	1 	1 	1 	2 	3 	4 	0 	3 	17
Got	8 	5 	5 	28 	1 	18 	83 	33 	7 	12 	200

Error checking:  34.19864  s
Train Error:  0.08625
Test Error:  0.585  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.211666  s
Extract features:  6.018862  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.360807  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	62 	0 	0 	0 	0 	1 	1 	1 	0 	0 	65
elect 	0 	57 	3 	2 	0 	0 	4 	4 	0 	0 	70
indie 	0 	0 	68 	0 	0 	0 	4 	0 	0 	0 	72
hipho 	0 	0 	0 	119 	0 	2 	8 	2 	0 	0 	131
punk 	0 	0 	0 	0 	25 	0 	2 	0 	0 	0 	27
metal 	0 	0 	0 	1 	0 	64 	2 	0 	0 	1 	68
pop 	2 	0 	0 	4 	0 	0 	215 	4 	0 	0 	225
rock 	0 	0 	0 	0 	0 	0 	1 	104 	0 	0 	105
blues 	1 	0 	0 	1 	0 	1 	5 	0 	62 	0 	70
alter 	0 	0 	0 	1 	0 	0 	2 	2 	1 	61 	67
Got	65 	57 	71 	128 	25 	68 	244 	117 	63 	62 	900

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	5 	1 	1 	1 	0 	0 	6 	3 	1 	0 	18
elect 	0 	1 	1 	1 	1 	1 	5 	2 	1 	1 	14
indie 	1 	0 	2 	1 	0 	1 	4 	2 	1 	0 	12
hipho 	2 	0 	1 	22 	0 	1 	3 	0 	1 	0 	30
punk 	0 	0 	1 	2 	0 	0 	2 	1 	0 	0 	6
metal 	0 	0 	1 	2 	1 	3 	2 	3 	0 	1 	13
pop 	3 	0 	2 	5 	0 	1 	30 	7 	1 	1 	50
rock 	1 	0 	3 	2 	0 	2 	15 	8 	0 	0 	31
blues 	1 	0 	0 	1 	0 	0 	5 	1 	2 	0 	10
alter 	2 	0 	3 	0 	0 	2 	4 	3 	0 	2 	16
Got	15 	2 	15 	37 	2 	11 	76 	30 	7 	5 	200

Error checking:  38.501996  s
Train Error:  0.07
Test Error:  0.625  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.26046  s
Extract features:  6.505871  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.50919  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	67 	0 	0 	0 	0 	0 	2 	4 	0 	0 	73
elect 	0 	61 	1 	1 	0 	1 	4 	4 	1 	2 	75
indie 	0 	0 	66 	0 	0 	0 	4 	0 	0 	0 	70
hipho 	0 	0 	1 	126 	0 	0 	13 	0 	1 	0 	141
punk 	0 	0 	0 	0 	27 	0 	2 	1 	0 	0 	30
metal 	0 	1 	0 	0 	0 	65 	5 	0 	0 	1 	72
pop 	2 	0 	0 	5 	1 	1 	244 	9 	0 	2 	264
rock 	0 	1 	0 	1 	0 	0 	3 	121 	0 	1 	127
blues 	1 	0 	0 	0 	0 	0 	5 	0 	70 	1 	77
alter 	2 	0 	0 	1 	0 	0 	5 	1 	0 	62 	71
Got	72 	63 	68 	134 	28 	67 	287 	140 	72 	69 	1000

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	4 	0 	0 	0 	0 	3 	4 	3 	0 	0 	14
elect 	0 	2 	1 	3 	0 	1 	9 	2 	2 	2 	22
indie 	1 	0 	1 	1 	0 	1 	4 	6 	0 	0 	14
hipho 	0 	0 	0 	21 	0 	0 	8 	1 	0 	1 	31
punk 	1 	0 	0 	1 	1 	1 	1 	0 	0 	0 	5
metal 	1 	0 	0 	0 	0 	7 	1 	2 	0 	2 	13
pop 	1 	3 	2 	0 	0 	0 	33 	7 	1 	0 	47
rock 	0 	1 	1 	0 	0 	1 	5 	12 	0 	0 	20
blues 	1 	0 	0 	1 	0 	0 	11 	0 	2 	0 	15
alter 	1 	0 	0 	0 	0 	2 	4 	7 	1 	4 	19
Got	10 	6 	5 	27 	1 	16 	80 	40 	6 	9 	200

Error checking:  41.682298  s
Train Error:  0.091
Test Error:  0.565  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.068015  s
Extract features:  1.608933  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.136798  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	7 	0 	0 	0 	0 	0 	1 	0 	0 	0 	8
elect 	0 	10 	0 	0 	0 	0 	0 	0 	0 	0 	10
indie 	0 	0 	10 	0 	0 	0 	0 	0 	0 	0 	10
hipho 	0 	0 	0 	13 	0 	0 	0 	0 	0 	0 	13
punk 	0 	0 	0 	0 	2 	0 	1 	0 	0 	0 	3
metal 	0 	0 	0 	0 	0 	8 	1 	0 	0 	0 	9
pop 	0 	0 	0 	0 	0 	0 	28 	0 	0 	0 	28
rock 	0 	0 	0 	0 	0 	0 	0 	7 	0 	0 	7
blues 	0 	0 	0 	0 	0 	0 	0 	0 	5 	0 	5
alter 	0 	0 	0 	0 	0 	0 	0 	0 	0 	7 	7
Got	7 	10 	10 	13 	2 	8 	31 	7 	5 	7 	100

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	0 	0 	0 	2 	0 	0 	19 	0 	0 	0 	21
elect 	0 	0 	0 	1 	0 	0 	9 	0 	0 	0 	10
indie 	0 	1 	0 	2 	0 	0 	14 	0 	0 	0 	17
hipho 	0 	1 	0 	22 	0 	0 	12 	0 	0 	0 	35
punk 	0 	0 	0 	2 	0 	0 	4 	1 	0 	0 	7
metal 	1 	1 	1 	0 	0 	1 	7 	0 	0 	0 	11
pop 	0 	1 	0 	8 	0 	0 	33 	0 	0 	0 	42
rock 	0 	0 	1 	5 	0 	1 	23 	0 	0 	0 	30
blues 	0 	0 	0 	1 	0 	0 	13 	0 	0 	0 	14
alter 	0 	1 	0 	4 	0 	0 	7 	0 	0 	1 	13
Got	1 	5 	2 	47 	0 	2 	141 	1 	0 	1 	200

Error checking:  10.680986  s
Train Error:  0.03
Test Error:  0.715  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.075389  s
Extract features:  2.156843  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.42078  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	20 	0 	0 	0 	0 	0 	0 	0 	0 	0 	20
elect 	0 	13 	0 	1 	0 	0 	0 	0 	0 	0 	14
indie 	0 	0 	15 	0 	0 	0 	2 	0 	0 	1 	18
hipho 	0 	0 	0 	29 	0 	0 	0 	0 	0 	0 	29
punk 	0 	0 	0 	0 	7 	0 	0 	0 	0 	0 	7
metal 	0 	0 	0 	0 	0 	14 	0 	0 	0 	1 	15
pop 	0 	0 	0 	0 	0 	0 	42 	0 	0 	0 	42
rock 	0 	0 	0 	0 	0 	0 	1 	30 	0 	0 	31
blues 	0 	0 	0 	0 	0 	0 	2 	0 	12 	0 	14
alter 	0 	0 	0 	0 	0 	0 	0 	0 	0 	10 	10
Got	20 	13 	15 	30 	7 	14 	47 	30 	12 	12 	200

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	1 	0 	0 	2 	0 	0 	6 	3 	1 	0 	13
elect 	0 	0 	0 	1 	0 	0 	8 	7 	0 	0 	16
indie 	1 	0 	0 	1 	0 	2 	7 	4 	0 	0 	15
hipho 	0 	0 	0 	23 	0 	0 	7 	1 	0 	0 	31
punk 	0 	0 	0 	0 	0 	0 	4 	2 	0 	0 	6
metal 	1 	0 	0 	0 	1 	0 	7 	3 	0 	0 	12
pop 	1 	1 	0 	11 	0 	0 	34 	11 	0 	0 	58
rock 	1 	1 	2 	4 	0 	0 	12 	5 	0 	0 	25
blues 	1 	0 	0 	3 	0 	0 	8 	1 	0 	1 	14
alter 	2 	0 	1 	2 	0 	0 	5 	0 	0 	0 	10
Got	8 	2 	3 	47 	1 	2 	98 	37 	1 	1 	200

Error checking:  13.969852  s
Train Error:  0.04
Test Error:  0.685  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.086439  s
Extract features:  2.722852  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  2.702307  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	17 	0 	0 	0 	0 	0 	2 	0 	0 	0 	19
elect 	0 	34 	0 	0 	0 	0 	0 	0 	0 	1 	35
indie 	0 	0 	19 	0 	0 	0 	1 	0 	0 	0 	20
hipho 	0 	0 	0 	50 	0 	0 	1 	0 	0 	0 	51
punk 	0 	0 	0 	0 	7 	0 	0 	0 	0 	0 	7
metal 	0 	0 	0 	0 	0 	13 	1 	0 	0 	0 	14
pop 	0 	0 	0 	1 	0 	0 	79 	0 	0 	0 	80
rock 	0 	0 	0 	0 	0 	0 	0 	30 	0 	0 	30
blues 	0 	0 	0 	0 	0 	0 	0 	0 	20 	0 	20
alter 	0 	0 	0 	0 	0 	0 	2 	0 	0 	22 	24
Got	17 	34 	19 	51 	7 	13 	86 	30 	20 	23 	300

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	2 	0 	1 	4 	0 	0 	10 	2 	0 	0 	19
elect 	1 	0 	2 	5 	0 	0 	8 	1 	0 	0 	17
indie 	0 	0 	0 	2 	0 	1 	7 	1 	1 	1 	13
hipho 	0 	1 	1 	25 	0 	0 	8 	0 	1 	0 	36
punk 	0 	0 	0 	1 	0 	0 	4 	1 	0 	0 	6
metal 	0 	1 	0 	2 	0 	2 	4 	3 	0 	0 	12
pop 	0 	1 	0 	4 	0 	0 	33 	2 	2 	0 	42
rock 	1 	2 	1 	3 	0 	1 	15 	3 	0 	0 	26
blues 	0 	2 	1 	3 	0 	0 	6 	1 	2 	0 	15
alter 	2 	1 	0 	0 	1 	0 	6 	2 	0 	2 	14
Got	6 	8 	6 	49 	1 	4 	101 	16 	6 	3 	200

Error checking:  17.725074  s
Train Error:  0.03
Test Error:  0.655  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.095201  s
Extract features:  3.271185  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.022218  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	30 	0 	0 	0 	0 	0 	0 	0 	0 	0 	30
elect 	0 	26 	0 	0 	0 	0 	2 	0 	0 	0 	28
indie 	0 	0 	26 	0 	0 	0 	2 	1 	0 	0 	29
hipho 	0 	0 	0 	66 	0 	0 	1 	0 	0 	0 	67
punk 	0 	0 	0 	0 	10 	0 	0 	0 	0 	0 	10
metal 	0 	0 	0 	0 	0 	26 	1 	0 	0 	0 	27
pop 	0 	0 	0 	0 	0 	0 	93 	0 	0 	0 	93
rock 	0 	0 	0 	0 	0 	0 	1 	52 	0 	0 	53
blues 	0 	1 	0 	0 	0 	0 	2 	0 	31 	0 	34
alter 	0 	0 	0 	0 	0 	0 	1 	0 	0 	28 	29
Got	30 	27 	26 	66 	10 	26 	103 	53 	31 	28 	400

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	2 	0 	0 	1 	0 	0 	5 	3 	0 	0 	11
elect 	0 	1 	0 	0 	0 	0 	9 	3 	2 	0 	15
indie 	2 	1 	2 	2 	0 	4 	6 	5 	0 	1 	23
hipho 	0 	0 	1 	24 	0 	0 	6 	0 	0 	0 	31
punk 	0 	0 	0 	0 	0 	0 	3 	4 	0 	0 	7
metal 	0 	1 	0 	1 	0 	2 	6 	5 	0 	0 	15
pop 	4 	2 	1 	2 	0 	1 	28 	4 	1 	1 	44
rock 	0 	2 	0 	2 	0 	0 	10 	8 	2 	1 	25
blues 	3 	0 	1 	1 	0 	0 	6 	1 	2 	1 	15
alter 	1 	1 	2 	3 	0 	0 	3 	2 	1 	1 	14
Got	12 	8 	7 	36 	0 	7 	82 	35 	8 	5 	200

Error checking:  21.234241  s
Train Error:  0.03
Test Error:  0.65  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.111505  s
Extract features:  3.730475  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.28317  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	29 	0 	0 	0 	0 	0 	3 	0 	0 	0 	32
elect 	0 	39 	1 	0 	0 	0 	3 	2 	0 	0 	45
indie 	0 	0 	36 	0 	0 	0 	2 	0 	0 	0 	38
hipho 	0 	0 	0 	70 	0 	0 	4 	0 	0 	0 	74
punk 	0 	0 	0 	0 	8 	0 	0 	0 	0 	0 	8
metal 	0 	1 	1 	0 	0 	37 	1 	0 	0 	1 	41
pop 	0 	0 	0 	1 	0 	0 	127 	0 	0 	1 	129
rock 	0 	0 	0 	0 	0 	0 	2 	55 	0 	0 	57
blues 	0 	0 	0 	1 	0 	0 	4 	0 	35 	0 	40
alter 	1 	0 	0 	0 	0 	0 	3 	0 	0 	32 	36
Got	30 	40 	38 	72 	8 	37 	149 	57 	35 	34 	500

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	3 	0 	0 	1 	0 	0 	15 	3 	1 	1 	24
elect 	1 	1 	1 	1 	0 	1 	5 	0 	0 	1 	11
indie 	2 	0 	1 	0 	0 	0 	8 	5 	0 	0 	16
hipho 	0 	1 	0 	16 	0 	0 	8 	0 	1 	0 	26
punk 	0 	1 	0 	1 	0 	1 	2 	0 	0 	0 	5
metal 	2 	1 	1 	2 	0 	2 	3 	1 	0 	0 	12
pop 	1 	3 	2 	6 	0 	1 	37 	4 	0 	0 	54
rock 	2 	0 	0 	3 	0 	3 	9 	7 	0 	2 	26
blues 	1 	0 	1 	1 	0 	0 	10 	0 	0 	0 	13
alter 	2 	2 	1 	1 	0 	0 	6 	1 	0 	0 	13
Got	14 	9 	7 	32 	0 	8 	103 	21 	2 	4 	200

Error checking:  24.276821  s
Train Error:  0.064
Test Error:  0.665  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.119501  s
Extract features:  4.221147  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.529287  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	38 	0 	0 	0 	0 	0 	2 	0 	0 	0 	40
elect 	0 	40 	1 	1 	0 	0 	4 	0 	0 	0 	46
indie 	0 	0 	37 	0 	0 	1 	2 	2 	0 	1 	43
hipho 	0 	0 	0 	89 	0 	0 	2 	0 	0 	0 	91
punk 	0 	0 	0 	0 	15 	0 	0 	1 	0 	0 	16
metal 	0 	0 	0 	1 	0 	45 	2 	0 	0 	0 	48
pop 	0 	0 	0 	3 	0 	0 	149 	1 	1 	1 	155
rock 	0 	0 	0 	0 	0 	0 	0 	74 	0 	0 	74
blues 	0 	0 	0 	0 	0 	0 	3 	0 	33 	0 	36
alter 	0 	0 	1 	0 	0 	0 	3 	1 	0 	46 	51
Got	38 	40 	39 	94 	15 	46 	167 	79 	34 	48 	600

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	4 	0 	0 	2 	0 	1 	12 	1 	0 	0 	20
elect 	0 	0 	0 	5 	0 	1 	4 	3 	0 	0 	13
indie 	0 	0 	0 	0 	0 	1 	5 	4 	0 	0 	10
hipho 	0 	0 	0 	10 	0 	0 	9 	0 	1 	0 	20
punk 	0 	1 	1 	0 	1 	0 	1 	1 	0 	0 	5
metal 	0 	0 	1 	5 	0 	4 	2 	3 	0 	3 	18
pop 	2 	1 	2 	3 	1 	0 	38 	9 	0 	1 	57
rock 	0 	0 	2 	2 	0 	3 	11 	5 	0 	2 	25
blues 	3 	0 	0 	2 	0 	3 	9 	1 	3 	0 	21
alter 	0 	0 	2 	1 	0 	1 	2 	2 	1 	2 	11
Got	9 	2 	8 	30 	2 	14 	93 	29 	5 	8 	200

Error checking:  27.476756  s
Train Error:  0.0566666666667
Test Error:  0.665  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.13925  s
Extract features:  4.862138  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  3.827764  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	50 	0 	0 	0 	0 	0 	3 	1 	0 	0 	54
elect 	0 	46 	0 	0 	0 	0 	4 	0 	2 	1 	53
indie 	0 	0 	37 	0 	0 	1 	4 	2 	0 	0 	44
hipho 	0 	0 	0 	96 	0 	0 	8 	0 	0 	0 	104
punk 	0 	0 	0 	0 	23 	0 	2 	0 	0 	0 	25
metal 	0 	0 	0 	0 	0 	45 	0 	1 	0 	1 	47
pop 	1 	0 	0 	2 	0 	0 	183 	2 	0 	2 	190
rock 	0 	0 	0 	0 	0 	0 	3 	78 	0 	0 	81
blues 	0 	0 	0 	1 	0 	0 	3 	2 	52 	0 	58
alter 	0 	0 	0 	0 	0 	0 	2 	2 	0 	40 	44
Got	51 	46 	37 	99 	23 	46 	212 	88 	54 	44 	700

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	5 	0 	0 	1 	0 	1 	7 	3 	0 	0 	17
elect 	0 	1 	0 	1 	0 	0 	4 	5 	0 	1 	12
indie 	2 	1 	3 	1 	1 	0 	5 	3 	0 	0 	16
hipho 	0 	1 	0 	17 	0 	0 	5 	0 	0 	0 	23
punk 	0 	0 	0 	1 	0 	0 	0 	1 	0 	1 	3
metal 	0 	0 	0 	2 	0 	9 	7 	4 	0 	0 	22
pop 	1 	2 	0 	3 	0 	0 	36 	8 	0 	0 	50
rock 	4 	2 	2 	2 	0 	2 	9 	5 	0 	0 	26
blues 	3 	0 	0 	1 	0 	1 	5 	3 	1 	0 	14
alter 	1 	1 	1 	2 	0 	1 	7 	4 	0 	0 	17
Got	16 	8 	6 	31 	1 	14 	85 	36 	1 	2 	200

Error checking:  31.242139  s
Train Error:  0.0714285714286
Test Error:  0.615  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.163876  s
Extract features:  5.35131  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.032201  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	50 	0 	0 	0 	0 	0 	3 	1 	0 	0 	54
elect 	0 	48 	1 	1 	0 	0 	5 	2 	0 	0 	57
indie 	0 	0 	54 	0 	0 	0 	4 	0 	0 	1 	59
hipho 	0 	1 	0 	110 	0 	0 	10 	1 	0 	0 	122
punk 	0 	0 	0 	0 	13 	0 	2 	0 	0 	0 	15
metal 	0 	0 	1 	1 	0 	46 	3 	0 	0 	1 	52
pop 	2 	1 	1 	4 	0 	0 	197 	2 	0 	1 	208
rock 	0 	0 	0 	0 	0 	1 	4 	95 	0 	0 	100
blues 	0 	1 	0 	1 	0 	0 	1 	1 	58 	0 	62
alter 	0 	2 	0 	1 	0 	0 	3 	1 	1 	63 	71
Got	52 	53 	57 	118 	13 	47 	232 	103 	59 	66 	800

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	4 	0 	0 	0 	0 	2 	4 	4 	1 	0 	15
elect 	0 	1 	1 	0 	0 	0 	7 	3 	1 	0 	13
indie 	1 	0 	2 	1 	0 	1 	2 	5 	1 	2 	15
hipho 	0 	0 	0 	17 	0 	0 	6 	0 	0 	0 	23
punk 	1 	0 	0 	0 	0 	1 	1 	3 	0 	0 	6
metal 	0 	0 	0 	1 	0 	10 	5 	2 	0 	2 	20
pop 	0 	1 	0 	3 	0 	1 	44 	9 	4 	1 	63
rock 	1 	1 	2 	0 	0 	0 	5 	8 	0 	1 	18
blues 	2 	1 	1 	0 	0 	0 	8 	1 	2 	1 	16
alter 	1 	2 	0 	0 	0 	0 	5 	2 	0 	1 	11
Got	10 	6 	6 	22 	0 	15 	87 	37 	9 	8 	200

Error checking:  34.572615  s
Train Error:  0.0825
Test Error:  0.555  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.205084  s
Extract features:  5.922484  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.281952  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	60 	0 	0 	0 	0 	0 	3 	0 	0 	0 	63
elect 	0 	58 	1 	1 	1 	0 	4 	4 	0 	0 	69
indie 	1 	0 	57 	0 	0 	1 	4 	1 	0 	1 	65
hipho 	0 	1 	0 	122 	0 	0 	14 	1 	0 	1 	139
punk 	0 	0 	0 	0 	22 	0 	1 	0 	0 	0 	23
metal 	0 	1 	0 	2 	0 	56 	5 	1 	0 	1 	66
pop 	1 	2 	0 	2 	0 	1 	223 	3 	0 	2 	234
rock 	0 	1 	0 	0 	0 	0 	2 	111 	0 	1 	115
blues 	0 	0 	0 	0 	0 	1 	4 	1 	59 	1 	66
alter 	1 	1 	0 	0 	0 	3 	3 	1 	0 	51 	60
Got	63 	64 	58 	127 	23 	62 	263 	123 	59 	58 	900

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	7 	0 	0 	0 	1 	2 	3 	1 	0 	0 	14
elect 	0 	1 	3 	1 	0 	0 	9 	2 	0 	1 	17
indie 	2 	0 	3 	3 	0 	0 	7 	3 	0 	0 	18
hipho 	0 	0 	0 	18 	0 	0 	6 	0 	1 	0 	25
punk 	0 	0 	1 	2 	0 	1 	2 	0 	0 	0 	6
metal 	0 	0 	1 	0 	1 	7 	3 	3 	0 	1 	16
pop 	3 	2 	2 	3 	0 	0 	28 	6 	0 	0 	44
rock 	0 	1 	3 	1 	0 	2 	6 	12 	0 	2 	27
blues 	2 	0 	0 	1 	0 	0 	5 	3 	0 	0 	11
alter 	2 	2 	2 	0 	0 	0 	8 	6 	0 	2 	22
Got	16 	6 	15 	29 	2 	12 	77 	36 	1 	6 	200

Error checking:  37.865623  s
Train Error:  0.09
Test Error:  0.61  with 10 labels
count 100
elect 103
indie 100
hipho 196
punk 38
metal 100
pop 343
rock 166
blues 100
alter 99
Load examples:  0.256896  s
Extract features:  6.397234  s
[ 1.  1.  1.  1.  1.  1.  1.  1.  1.  1.]
Train Classifier:  4.627812  s
	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	75 	0 	0 	0 	0 	1 	3 	1 	0 	0 	80
elect 	0 	62 	1 	2 	0 	1 	6 	4 	1 	1 	78
indie 	0 	0 	67 	0 	0 	1 	6 	2 	0 	0 	76
hipho 	0 	1 	1 	111 	0 	0 	14 	0 	1 	0 	128
punk 	0 	1 	0 	0 	29 	1 	1 	0 	0 	0 	32
metal 	0 	1 	0 	2 	0 	64 	3 	0 	0 	1 	71
pop 	2 	0 	1 	4 	0 	0 	237 	10 	0 	2 	256
rock 	0 	0 	0 	0 	0 	1 	3 	123 	0 	1 	128
blues 	1 	0 	0 	1 	0 	0 	7 	2 	62 	1 	74
alter 	1 	0 	0 	1 	0 	1 	4 	2 	0 	68 	77
Got	79 	65 	70 	121 	29 	70 	284 	144 	64 	74 	1000

	count 	elect 	indie 	hipho 	punk 	metal 	pop 	rock 	blues 	alter 	Wanted
count 	3 	0 	1 	0 	0 	0 	4 	3 	0 	0 	11
elect 	2 	1 	1 	3 	0 	0 	4 	1 	0 	0 	12
indie 	4 	0 	2 	0 	0 	1 	4 	7 	0 	1 	19
hipho 	2 	2 	0 	29 	0 	0 	7 	1 	0 	1 	42
punk 	1 	0 	0 	0 	0 	0 	0 	0 	0 	0 	1
metal 	1 	0 	2 	1 	0 	5 	1 	5 	0 	1 	16
pop 	2 	3 	0 	5 	0 	1 	30 	6 	0 	0 	47
rock 	1 	1 	1 	0 	0 	3 	4 	9 	0 	1 	20
blues 	2 	0 	1 	2 	0 	0 	6 	2 	3 	0 	16
alter 	0 	1 	1 	1 	0 	3 	3 	2 	0 	5 	16
Got	18 	8 	9 	41 	0 	13 	63 	36 	3 	9 	200

Error checking:  41.116599  s
Train Error:  0.102
Test Error:  0.565  with 10 labels