Run
2317964

Run 2317964

Task 145677 (Supervised Classification) Bioresponse Uploaded 22-05-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost20.2452147073899
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
0.7289
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3826
Cross-validation details (10-fold Crossvalidation)
KB relative information score
534.9221
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
0.7011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.6985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4683
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9399
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.6392
UserCPU time millis
3125.946
UserCPU time millis testing
20.846
UserCPU time millis training
3105.1