Run
7830194

Run 7830194

Task 145862 (Supervised Classification) qsar-biodeg 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)_cost412.831472558054
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
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
0.891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6183
Cross-validation details (10-fold Crossvalidation)
KB relative information score
399.4745
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2921
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8379
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6531
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7724
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1333.5363
UserCPU time millis
5.642
UserCPU time millis testing
0.067
UserCPU time millis training
5.575