Run
5854757

Run 5854757

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)_cost0.0669743684234127
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree4
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
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2102.6435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1811
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
0.8731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6007
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.1656
UserCPU time millis
81.253
UserCPU time millis testing
1.175
UserCPU time millis training
80.078