Run
2360051

Run 2360051

Task 145677 (Supervised Classification) Bioresponse Uploaded 30-05-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost328.411864167291
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
0.7152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
614.2409
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4248
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
0.6875
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.687
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.687
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8556
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4725
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9485
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1817.7312
UserCPU time millis
4302.199
UserCPU time millis testing
19.953
UserCPU time millis training
4282.246