Run
5874489

Run 5874489

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)_cost0.0250651139668084
mlr.classif.svm(6)_kernellinear
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
0.9779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2475.6208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1227
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
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2476
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4958
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1273.7405
UserCPU time millis
41.171
UserCPU time millis testing
0.578
UserCPU time millis training
40.593