Run
5850689

Run 5850689

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)_cost2.55792332285401
mlr.classif.svm(6)_kernelpolynomial
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
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9046
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2790.0428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0692
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
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9524
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1874
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3751
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.1458
UserCPU time millis
27.573
UserCPU time millis testing
0.575
UserCPU time millis training
26.998