Run
7834965

Run 7834965

Task 3896 (Supervised Classification) ada_agnostic Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost33.6403952627153
mlr.classif.svm(6)_gamma6.46118635235237
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
0.6167
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.9003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3659
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6921
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7519
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.7519
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9921
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.1104
UserCPU time millis
232.401
UserCPU time millis testing
2.391
UserCPU time millis training
230.01