OpenML
2412791

Run 2412791

Task 145848 (Supervised Classification) ilpd Uploaded 12-06-2017 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)_cost2.90591770481218
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
0.6757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6026
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0117
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.8872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3987
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9863
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
775.4898
UserCPU time millis
1.447
UserCPU time millis testing
0.041
UserCPU time millis training
1.406