Run
2360243

Run 2360243

Task 145677 (Supervised Classification) Bioresponse Uploaded 30-05-2017 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)_cost784.758587101716
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
0.7136
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
608.1359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4253
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
0.6805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.6801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4731
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9496
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1725.6937
UserCPU time millis
4638.592
UserCPU time millis testing
20.69
UserCPU time millis training
4617.902