OpenML
2399816

Run 2399816

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)_cost0.0932273003433039
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree2
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
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2315.148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1462
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
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.8958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2737
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.548
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1737.4866
UserCPU time millis
66.424
UserCPU time millis testing
0.975
UserCPU time millis training
65.449