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mlr_svm_rng
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mlr_svm_rng
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Uploaded 22-05-2020 by
Pieter Gijsbers
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Experiment data obtained by running random configurations of an SVM through mlr on 106 different classification tasks from openml.
15 features
perf.mmce
(target)
numeric
107562 unique values
0 missing
perf.logloss
(target)
numeric
534730 unique values
0 missing
task_id
numeric
106 unique values
0 missing
dataset
string
106 unique values
0 missing
learner
string
2 unique values
0 missing
traintime
numeric
268011 unique values
0 missing
predicttime
numeric
121294 unique values
0 missing
kernel
string
3 unique values
0 missing
cost
numeric
13367 unique values
0 missing
gamma
numeric
6943 unique values
241769 missing
tolerance
numeric
13340 unique values
0 missing
shrinking
string
2 unique values
0 missing
num.impute.selected.cpo
string
3 unique values
0 missing
fitted
string
1 unique values
0 missing
degree
numeric
8 unique values
417193 missing
Show all 15 features
19 properties
NumberOfInstances
540576
Number of instances (rows) of the dataset.
NumberOfFeatures
15
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
658962
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
540576
Number of instances with at least one value missing.
NumberOfNumericFeatures
9
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
100
Percentage of instances having missing values.
PercentageOfMissingValues
8.13
Percentage of missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
60
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties
7 tasks
Clustering on mlr_svm_rng
0 runs
- estimation_procedure: 50 times Clustering
Clustering on mlr_svm_rng
0 runs
- estimation_procedure: 50 times Clustering
Clustering on mlr_svm_rng
0 runs
- estimation_procedure: 50 times Clustering
Clustering on mlr_svm_rng
0 runs
- estimation_procedure: 50 times Clustering
Clustering on mlr_svm_rng
0 runs
- estimation_procedure: 50 times Clustering
Clustering on mlr_svm_rng
0 runs
- estimation_procedure: 50 times Clustering
Clustering on mlr_svm_rng
0 runs
- estimation_procedure: 50 times Clustering
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