Run
2399737

Run 2399737

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)_cost0.042969195916137
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
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1864.5815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2183
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
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3389
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1748.9725
UserCPU time millis
78.188
UserCPU time millis testing
1.133
UserCPU time millis training
77.055