Run
2095802

Run 2095802

Task 145677 (Supervised Classification) Bioresponse Uploaded 05-05-2017 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)_cost9.01987680074398
mlr.classif.svm(7)_gamma0.00140911801434432
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
0.8473
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1467.4741
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3185
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
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6416
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3964
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7957
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1820.0566
UserCPU time millis
2573.054
UserCPU time millis testing
36.828
UserCPU time millis training
2536.226