1 |
<anonymous> |
classif |
svm |
id |
type |
lower |
upper |
default |
requires |
trafo |
values |
cost
|
numeric
|
0
|
15
|
|
|
|
|
degree
|
integer
|
1
|
Inf
|
3
|
kernel == "polynomial"
|
|
|
gamma
|
numeric
|
-5
|
5
|
|
|
function (x) 2^x
|
|
kernel
|
discrete
|
|
|
|
|
|
polynomial, radial
|
|
cachesize: 100; tolerance: 0.01
|
false |
|
Show |
Edit |
Destroy |
2 |
code@*.de |
|
boosting |
id |
type |
default |
values |
lower |
upper |
trafo |
coeflearn
|
discrete
|
Breiman
|
Breiman, Freund, Zhu
|
|
|
|
maxdepth
|
integer
|
30
|
|
1
|
30
|
|
mfinal
|
numeric
|
3.3219
|
|
-3.3219
|
6.6439
|
function (x) floor(2^x * 10
|
|
|
true |
|
Show |
Edit |
Destroy |
3 |
code@*.de |
|
C50 |
id |
type |
default |
lower |
upper |
values |
trials
|
integer
|
1
|
1
|
100
|
|
winnow
|
logical
|
false
|
|
|
true, false
|
|
|
true |
|
Show |
Edit |
Destroy |
4 |
code@*.de |
|
RRF |
id |
type |
lower |
upper |
default |
coefReg
|
numeric
|
0
|
1
|
0.8
|
mtry
|
integer
|
1
|
p
|
floor(p/3)
|
|
|
true |
|
Show |
Edit |
Destroy |
5 |
code@*.de |
|
ada |
id |
type |
lower |
upper |
default |
trafo |
iter
|
numeric
|
-3.3219
|
6.6439
|
2.3219
|
function (x) floor(2^x * 10
|
maxdepth
|
integer
|
1
|
10
|
10
|
|
nu
|
numeric
|
0.001
|
0.5
|
0.1
|
|
|
|
true |
|
Show |
Edit |
Destroy |
6 |
code@*.de |
|
blackboost |
id |
type |
lower |
upper |
default |
trafo |
maxdepth
|
integer
|
1
|
10
|
2
|
|
mstop
|
numeric
|
-3.3219
|
6.6439
|
3.3219
|
function (x) floor(2^x * 10
|
|
|
true |
|
Show |
Edit |
Destroy |
7 |
code@*.de |
classif |
extraTrees |
id |
type |
lower |
upper |
default |
mtry
|
integer
|
1
|
p
|
floor(sqrt(p))
|
numRandomCuts
|
integer
|
1
|
25
|
1
|
|
|
true |
|
Show |
Edit |
Destroy |
8 |
code@*.de |
regr |
extraTrees |
id |
type |
lower |
upper |
default |
mtry
|
integer
|
1
|
p
|
max(floor(p/3), 1)
|
numRandomCuts
|
integer
|
1
|
25
|
1
|
|
|
true |
|
Show |
Edit |
Destroy |
9 |
code@*.de |
|
ksvm |
id |
type |
lower |
upper |
default |
trafo |
C
|
numeric
|
-5
|
10
|
0
|
function (x) 2^x
|
sigma
|
numeric
|
-15
|
15
|
structure(expression(kernlab::sigest(as.matrix(getTaskData(task, target.extra = TRUE)[["data"]])), scaled = TRUE), .Names = c("", "scaled")
|
function (x) 2^x
|
|
|
true |
|
Show |
Edit |
Destroy |
10 |
code@*.de |
|
glmboost |
id |
type |
lower |
upper |
default |
trafo |
mstop
|
numeric
|
-3.3219
|
6.6439
|
3.3219
|
function (x) floor(2^x * 10
|
nu
|
numeric
|
0
|
1
|
0.1
|
|
|
|
true |
|
Show |
Edit |
Destroy |
11 |
code@*.de |
|
gbm |
id |
type |
lower |
upper |
default |
trafo |
interaction.depth
|
integer
|
1
|
10
|
1
|
|
n.minobsinnode
|
integer
|
5
|
25
|
10
|
|
n.trees
|
numeric
|
0
|
6.6439
|
5.6439
|
function (x) round(2^x * 10
|
shrinkage
|
numeric
|
0.001
|
0.6
|
0.001
|
|
|
|
true |
|
Show |
Edit |
Destroy |
12 |
code@*.de |
|
rpart |
id |
type |
lower |
upper |
default |
trafo |
cp
|
numeric
|
-10
|
0
|
-6.6439
|
function (x) 2^x
|
maxdepth
|
integer
|
3
|
30
|
30
|
|
minbucket
|
integer
|
5
|
50
|
7
|
|
minsplit
|
integer
|
5
|
50
|
20
|
|
|
|
true |
|
Show |
Edit |
Destroy |
13 |
code@*.de |
|
nnet |
id |
type |
lower |
upper |
default |
trafo |
decay
|
numeric
|
-5
|
1
|
1.0e-05
|
function (x) 10^x
|
size
|
integer
|
1
|
20
|
3
|
|
|
|
true |
|
Show |
Edit |
Destroy |
14 |
code@*.de |
|
glmnet |
id |
type |
lower |
upper |
default |
trafo |
alpha
|
numeric
|
0
|
1
|
1
|
|
lambda
|
numeric
|
-10
|
3
|
0
|
function (x) 2^x
|
|
|
true |
|
Show |
Edit |
Destroy |
15 |
code@*.de |
|
xgboost |
id |
type |
lower |
upper |
default |
trafo |
colsample_bytree
|
numeric
|
0.3
|
0.7
|
0.5
|
|
eta
|
numeric
|
0.001
|
0.6
|
0.3
|
|
gamma
|
numeric
|
0
|
10
|
0
|
|
max_depth
|
integer
|
1
|
10
|
6
|
|
min_child_weight
|
numeric
|
0
|
20
|
1
|
|
nrounds
|
numeric
|
0
|
8.6439
|
0
|
function (x) round(2^x * 10
|
subsample
|
numeric
|
0.25
|
1
|
1
|
|
|
|
true |
|
Show |
Edit |
Destroy |
16 |
code@*.de |
classif |
randomForest |
id |
type |
lower |
upper |
default |
mtry
|
integer
|
1
|
p
|
floor(sqrt(p))
|
nodesize
|
integer
|
1
|
10
|
1
|
|
|
true |
|
Show |
Edit |
Destroy |
17 |
code@*.de |
regr |
randomForest |
id |
type |
lower |
upper |
default |
mtry
|
integer
|
1
|
p
|
max(floor(p/3), 1)
|
nodesize
|
integer
|
1
|
10
|
1
|
|
|
true |
|
Show |
Edit |
Destroy |
18 |
code@*.de |
classif |
ranger |
id |
type |
lower |
upper |
default |
min.node.size
|
integer
|
1
|
10
|
1
|
mtry
|
integer
|
1
|
p
|
floor(sqrt(p))
|
|
num.threads: 1; verbose: false; respect.unordered.factors: true
|
true |
|
Show |
Edit |
Destroy |
19 |
code@*.de |
regr |
ranger |
id |
type |
lower |
upper |
default |
min.node.size
|
integer
|
1
|
10
|
5
|
mtry
|
integer
|
1
|
p
|
max(floor(p/3), 1)
|
|
num.threads: 1; verbose: false; respect.unordered.factors: true
|
true |
|
Show |
Edit |
Destroy |
20 |
code@*.de |
|
svm |
id |
type |
lower |
upper |
default |
trafo |
cost
|
numeric
|
-15
|
15
|
0
|
function (x) 2^x
|
gamma
|
numeric
|
-15
|
15
|
log2(1/p)
|
function (x) 2^x
|
|
|
true |
|
Show |
Edit |
Destroy |
43 |
code@*.de |
classif |
ranger |
id |
type |
lower |
upper |
default |
min.node.size
|
integer
|
1
|
10
|
1
|
mtry
|
integer
|
1
|
p
|
floor(sqrt(p))
|
|
|
true |
|
Show |
Edit |
Destroy |
44 |
code@*.de |
regr |
ranger |
id |
type |
lower |
upper |
default |
min.node.size
|
integer
|
1
|
10
|
5
|
mtry
|
integer
|
1
|
p
|
max(floor(p/3), 1)
|
|
|
true |
|
Show |
Edit |
Destroy |
45 |
code@*.de |
classif |
glmnet |
id |
type |
lower |
upper |
default |
trafo |
alpha
|
numeric
|
0
|
1
|
1
|
|
lambda
|
numericvector
|
-10
|
10
|
0
|
function (x) 2^x
|
|
|
false |
From github.com/ja-thomas/OMLbots
|
Show |
Edit |
Destroy |
46 |
code@*.de |
classif |
rpart |
id |
type |
lower |
upper |
default |
cp
|
numeric
|
0
|
1
|
0.01
|
maxdepth
|
integer
|
1
|
30
|
30
|
minbucket
|
integer
|
1
|
60
|
1
|
minsplit
|
integer
|
1
|
60
|
20
|
|
|
false |
From github.com/ja-thomas/OMLbots
|
Show |
Edit |
Destroy |
47 |
code@*.de |
classif |
kknn |
id |
type |
lower |
upper |
k
|
integer
|
1
|
30
|
|
|
false |
From github.com/ja-thomas/OMLbots
|
Show |
Edit |
Destroy |
48 |
code@*.de |
classif |
svm |
id |
type |
lower |
upper |
trafo |
requires |
values |
cost
|
numeric
|
-10
|
10
|
function (x) 2^x
|
|
|
degree
|
integer
|
2
|
5
|
|
kernel == "polynomial"
|
|
gamma
|
numeric
|
-10
|
10
|
function (x) 2^x
|
kernel == "radial"
|
|
kernel
|
discrete
|
|
|
|
|
linear, polynomial, radial
|
|
|
false |
From github.com/ja-thomas/OMLbots
|
Show |
Edit |
Destroy |
49 |
code@*.de |
classif |
ranger |
id |
type |
lower |
upper |
values |
mtry
|
numeric
|
0
|
1
|
|
num.trees
|
integer
|
1
|
2000
|
|
replace
|
logical
|
|
|
true, false
|
respect.unordered.factors
|
logical
|
|
|
true, false
|
sample.fraction
|
numeric
|
0.1
|
1
|
|
|
|
false |
From github.com/ja-thomas/OMLbots
|
Show |
Edit |
Destroy |
50 |
code@*.de |
classif |
xgboost |
id |
type |
lower |
upper |
trafo |
values |
requires |
alpha
|
numeric
|
-10
|
10
|
function (x) 2^x
|
|
|
booster
|
discrete
|
|
|
|
gbtree, gblinear
|
|
colsample_bylevel
|
numeric
|
0
|
1
|
|
|
booster == "gbtree"
|
colsample_bytree
|
numeric
|
0
|
1
|
|
|
booster == "gbtree"
|
eta
|
numeric
|
-10
|
0
|
function (x) 2^x
|
|
|
lambda
|
numeric
|
-10
|
10
|
function (x) 2^x
|
|
|
max_depth
|
integer
|
1
|
15
|
|
|
booster == "gbtree"
|
min_child_weight
|
numeric
|
0
|
7
|
function (x) 2^x
|
|
booster == "gbtree"
|
nrounds
|
integer
|
1
|
5000
|
|
|
|
subsample
|
numeric
|
0.1
|
1
|
|
|
|
|
|
false |
From github.com/ja-thomas/OMLbots
|
Show |
Edit |
Destroy |
51 |
philipp_probst@*.de |
|
ranger |
id |
type |
lower |
upper |
default |
min.node.size
|
integer
|
1
|
n
|
1
|
mtry
|
integer
|
1
|
p
|
round(p^0.5)
|
|
num.trees: 2000
|
false |
|
Show |
Edit |
Destroy |
52 |
philipp_probst@*.de |
|
ranger |
id |
type |
lower |
upper |
default |
min.node.size
|
integer
|
1
|
n/4
|
1
|
mtry
|
integer
|
1
|
p
|
round(p^0.5)
|
|
num.trees: 2000
|
false |
|
Show |
Edit |
Destroy |
53 |
philipp_probst@*.de |
|
ranger |
id |
type |
lower |
upper |
default |
min.node.size
|
integer
|
1
|
round(n/10)
|
1
|
mtry
|
integer
|
1
|
p
|
round(p^0.5)
|
|
num.trees: 2000
|
false |
|
Show |
Edit |
Destroy |
54 |
patrick.schratz@*.com |
classif |
ksvm |
id |
type |
lower |
upper |
requires |
trafo |
values |
C
|
numeric
|
-12
|
25
|
kernel == c("rbfdot", "laplacedot", "polydot", "besseldot", "tanhdot", "vanilladot"
|
function (x) 2^x
|
|
degree
|
integer
|
1
|
5
|
kernel == c("polydot", "besseldot"
|
|
|
kernel
|
discrete
|
|
|
|
|
polydot, rbfdot, laplacedot, besseldot, tanhdot, vanilladot
|
offset
|
integer
|
1
|
10
|
kernel == c("tanhdot", "polydot"
|
|
|
order
|
integer
|
1
|
10
|
kernel == "besseldot"
|
|
|
scale
|
integer
|
1
|
5
|
kernel == c("tanhdot", "polydot"
|
|
|
sigma
|
numeric
|
-25
|
6
|
kernel == c("rbfdot", "laplacedot", "besseldot"
|
function (x) 2^x
|
|
|
|
false |
|
Show |
Edit |
Destroy |
56 |
renercastro@*.com |
classif |
penalized |
id |
type |
lower |
upper |
default |
lambda1
|
numeric
|
0
|
10
|
0
|
lambda2
|
numeric
|
0
|
10
|
0
|
|
|
false |
|
Show |
Edit |
Destroy |
57 |
<anonymous> |
|
regr.ksvm |
id |
type |
lower |
upper |
default |
mtry
|
integer
|
1
|
71
|
23
|
nodesize
|
integer
|
1
|
10
|
1
|
|
|
false |
|
Show |
Edit |
Destroy |
58 |
philipp_probst@*.de |
|
svm |
id |
type |
lower |
upper |
trafo |
requires |
cost
|
numeric
|
-5
|
15
|
function (x) 2^x
|
|
gamma
|
numeric
|
-15
|
3
|
function (x) 2^x
|
kernel == "radial"
|
|
kernel: radial
|
false |
Based on the practical guide to SVM: https://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf
|
Show |
Edit |
Destroy |
59 |
philipp_probst@*.de |
|
svm |
id |
type |
lower |
upper |
trafo |
cost
|
numeric
|
-5
|
15
|
function (x) 2^x
|
gamma
|
numeric
|
-15
|
3
|
function (x) 2^x
|
|
kernel: radial
|
false |
Based on the practical guide to SVM: https://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf
|
Show |
Edit |
Destroy |
60 |
philipp_probst@*.de |
|
svm |
id |
type |
lower |
upper |
trafo |
C
|
numeric
|
-5
|
15
|
function (x) 2^x
|
sigma
|
numeric
|
-15
|
3
|
function (x) 2^x
|
|
kernel: rbfdot
|
false |
Based on the practical guide to SVM: https://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf
|
Show |
Edit |
Destroy |
61 |
<anonymous> |
|
ksvm |
id |
type |
lower |
upper |
trafo |
requires |
values |
C
|
numeric
|
-5
|
5
|
function (x) 2^x
|
|
|
degree
|
numeric
|
1
|
5
|
|
kernel == "polydot"
|
|
kernel
|
discrete
|
|
|
|
|
rbfdot, polydot
|
sigma
|
numeric
|
-10
|
10
|
function (x) 2^x
|
kernel == "rbfdot"
|
|
|
|
false |
|
Show |
Edit |
Destroy |
62 |
<anonymous> |
|
classif.rpart |
id |
type |
values |
osw.rate
|
discrete
|
3, 3.25, 3.5, 3.75, 4, 4.25, 4.5, 4.75, 5, 5.25, 5.5, 5.75, 6, 6.25, 6.5, 6.75, 7
|
|
|
false |
|
Show |
Edit |
Destroy |