Run
2399748

Run 2399748

Task 3 (Supervised Classification) kr-vs-kp Uploaded 11-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost30.1035561931034
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree5
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
0.9995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3130.1068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0116
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
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0232
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0709
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.142
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.7615
UserCPU time millis
15.562
UserCPU time millis testing
0.244
UserCPU time millis training
15.318