Run
2186965

Run 2186965

Task 145878 (Supervised Classification) wdbc Uploaded 17-05-2017 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)_cost46.3515394754645
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree4
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
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4765
Cross-validation details (10-fold Crossvalidation)
KB relative information score
191.1513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3911
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8089
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1740.5425
UserCPU time millis
1.244
UserCPU time millis testing
0.044
UserCPU time millis training
1.2