Run
2317875

Run 2317875

Task 145677 (Supervised Classification) Bioresponse Uploaded 22-05-2017 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)_cost23.4790289304928
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
0.727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
516.9919
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4386
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
0.7012
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.6982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4693
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.942
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1775.8586
UserCPU time millis
3090.302
UserCPU time millis testing
19.638
UserCPU time millis training
3070.664