Run
2360235

Run 2360235

Task 145677 (Supervised Classification) Bioresponse Uploaded 30-05-2017 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)_cost479.536168981249
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
0.7135
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
613.0498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4247
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
0.6838
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.6836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9495
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1854.9533
UserCPU time millis
4540.037
UserCPU time millis testing
21.143
UserCPU time millis training
4518.894