Run
2097087

Run 2097087

Task 145677 (Supervised Classification) Bioresponse Uploaded 05-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.0628819788349017
mlr.classif.svm(7)_kernellinear
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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
0.7967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5034
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1037.6529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3758
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8624
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1803.8238
UserCPU time millis
1944.555
UserCPU time millis testing
28.886
UserCPU time millis training
1915.669