ParConfigs

id User email Learner type Learner name ParSet ParVals Default Note
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

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