Run
2413011

Run 2413011

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)_cost54.5991878915128
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
0.7022
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.672
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3816
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
0.605
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9659
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1835.8454
UserCPU time millis
1.111
UserCPU time millis testing
0.023
UserCPU time millis training
1.088