Run
2134957

Run 2134957

Task 145677 (Supervised Classification) Bioresponse Uploaded 10-05-2017 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)_cost12.1710452071523
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
0.7379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3896
Cross-validation details (10-fold Crossvalidation)
KB relative information score
537.9839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4365
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
0.7048
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8794
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9353
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1813.227
UserCPU time millis
3091.884
UserCPU time millis testing
23.507
UserCPU time millis training
3068.377