Run
2399782

Run 2399782

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)_cost0.0075965665705865
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
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8217
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1786.0951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2291
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
0.8434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8232
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.36
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7206
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1738.9183
UserCPU time millis
79.712
UserCPU time millis testing
1.16
UserCPU time millis training
78.552