Run
2097414

Run 2097414

Task 145677 (Supervised Classification) Bioresponse Uploaded 05-05-2017 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)_cost1.63382907002677
mlr.classif.svm(7)_kernellinear
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
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7195
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
644.383
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4244
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7254
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7233
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7233
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9147
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1802.8911
UserCPU time millis
2302.725
UserCPU time millis testing
24.61
UserCPU time millis training
2278.115