Run
2325072

Run 2325072

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 22-05-2017 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)_cost0.0272146016696814
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree5
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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6499.044
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0604
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7193
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1845.3208
UserCPU time millis
3489.679
UserCPU time millis testing
14.668
UserCPU time millis training
3475.011