Run
2097463

Run 2097463

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)_cost104.456852579892
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree2
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
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7683
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1294.8143
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.343
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
0.7685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.691
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8235
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1795.4562
UserCPU time millis
2381.279
UserCPU time millis testing
32.633
UserCPU time millis training
2348.646