Run
5894956

Run 5894956

Task 145953 (Supervised Classification) kr-vs-kp Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot22 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost129.060799193359
mlr.classif.svm(6)_gamma2.03355826962395
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_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
0.9956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2926.9029
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0453
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1518
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3039
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1312.2977
UserCPU time millis
101.985
UserCPU time millis testing
1.555
UserCPU time millis training
100.43