OpenML
6359718

Run 6359718

Task 145853 (Supervised Classification) madelon Uploaded 29-08-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost27.1698479045375
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.6123
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5776
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1554
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.5101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4781
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4898
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9796
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.5865
UserCPU time millis
602.021
UserCPU time millis testing
10.668
UserCPU time millis training
591.353