Run
2419959

Run 2419959

Task 9977 (Supervised Classification) nomao Uploaded 21-06-2017 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)_cost0.0027264974691256
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
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12445.491
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2703
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8302
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8192
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8192
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7987
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.2875
UserCPU time millis
11236.75
UserCPU time millis testing
133.729
UserCPU time millis training
11103.021